This file logs the results for the jet response and changes in the
related code.

[Separate entries by newline, 80 '=', newline]

================================================================================

Parameterization shown in JES meeting 09/01/2004:
run.C      1.15  ../../results/dag_zcut/alljesb_tree_p14* or photon_dag_zcut/alljesb_tree_p14*
MyClass.C  1.42 or 1.44  histo ranges for response: 600,-2,4
MyFit.C    1.5   
With cryostat factors 'using bad run list from Dag' [0.9486438156, 9172244082]

Minimum at:
p0 = 0.4297209029 +- 0.02115518272
p1 = 0.09295773537 +- 0.01188452484
p2 = -0.001641877311 +- 0.001672395824
p3 = 0.9172244082 +- 0.003368417133
p4 = 0.9486438156 +- 0.003644789974
 With chi2 = 71.75782863
Total number of entries = 141760
Tagged number of entries = 141760
Total number of entries in CC = 91478
Tagged number of entries in CC = 91478

================================================================================

run.C  using ../../results/new_goodrun/alljesb_tree_p14*
MyClass.C   histo ranges for response: 600,-2,4
With cryostat factors 'using good run list' [0.9480689067, 0.9170272228]

Minimum at:
p0 = 0.3701453056 +- 0.03102559857
p1 = 0.1241537874 +- 0.01759957895
p2 = -0.005724209108 +- 0.002500742691
p3 = 0.9131321655 +- 0.004820909622
p4 = 0.9424742246 +- 0.00526803823
 With chi2 = 91.60267794
Total number of entries = 80618
Tagged number of entries = 80618
Total number of entries in CC = 52010
Tagged number of entries in CC = 52010

================================================================================

Parameterization shown in JES meeting 09/01/2004:
but histo ranges 300,-0.5,2.5
(run.C  using ../../results/new_goodrun/alljesb_tree_p14*)

Minimum at:
p0 = 0.4297223991 +- 0.02115282746
p1 = 0.092956941 +- 0.01188318398
p2 = -0.001641774438 +- 0.001672211617
p3 = 0.9172243918 +- 0.003368359386
p4 = 0.9486437924 +- 0.003644720024
 With chi2 = 71.75850101

================================================================================

As above, fitting only subrange [mean-2*RMS, mean+2*RMS]
(run.C  using ../../results/new_goodrun/alljesb_tree_p14*)

Minimum at:
p0 = 0.4165277013 +- 0.02160733166
p1 = 0.09284581079 +- 0.01211593653
p2 = -0.001017470161 +- 0.001701669538
p3 = 0.9161745331 +- 0.003454865442
p4 = 0.9462787106 +- 0.003755251222
 With chi2 = 85.32032566

================================================================================

As above, different binning, MC: gamma+jets

Minimum at:
p0 = 0.4472830374 +- 0.07503673069
p1 = 0.09027882268 +- 0.02023988585
p2 = -2.634045116e-09 +- 0.03928493834
p3 = 0.9400240831 +- 0.09660460607
p4 = 0.9132336104 +- 0.07560281219
 With chi2 = 2.407379362

================================================================================

================================================================================
09/13/2004
Tagges samples (CSIP): Remove EC from chi2 calculation in MyFit.C, use
"good-run" samples and settings for ICR scale factors, change binning
to that for "tagged samples".
Fit subrange fit +/-(2*RMS), histogram range: -0.5,2.5
Double_t plotmin1 = 20.;   // tagged
Double_t plotmax1 = 55.;

CSIP, 600 bins in E':
Minimum at:
p0 = 9.515435145e-07 +- 0.8406061806
p1 = 0.2515957938 +- 0.005870447026
p2 = -0.01265182746 +- 0.001708097607
 With chi2 = 0.240933926


CSIP, 300 bins in E':
 CC 0   0.639144   0.0219015   20.5296   0.486844
 CC 1   0.689118   0.0239293   27.3741   0.606255
 CC 2   0.724376   0.0265427   37.1642   0.84835
 CC 3   0.782686   0.0505385   50.5876   1.47411
Mean error:        0.030728
Minimum at:
p0 = 0.1749894552 +- 0.09900204346
p1 = 0.1570605348 +- 0.01325272243
p2 = -0.00097601997 +- 0.006570096996
 With chi2 = 0.1111019388


CSIP, 100 bins in E':
 CC 0   0.651815   0.014839    20.5296   0.486844
 CC 1   0.695675   0.0139173   27.3741   0.606255
 CC 2   0.734525   0.0133957   37.1642   0.84835
 CC 3   0.758605   0.0158467   50.5876   1.47411
Mean error:        0.014499
Minimum at:
p0 = 7.898603631e-06 +- 0.728095366
p1 = 0.2922353698 +- 0.02234095553
p2 = -0.02494439262 +- 0.00618963325
 With chi2 = 0.2256094756

-----------------------------------------------------------
extended 10/12/04

CSIP, 50 bins in E':
 CC 0   0.638285   0.0150155   20.5296   0.486844
 CC 1   0.701265   0.0140071   27.3741   0.606255
 CC 2   0.734994   0.0121999   37.1642   0.84835
 CC 3   0.749294   0.0142152   50.5876   1.47411
Mean error:        0.013859
Minimum at:
p0 = 1.144744124e-07 +- 0.6162194574
p1 = 0.2911796964 +- 0.02356490649
p2 = -0.0249211109 +- 0.006585458659
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.324602801
Total number of entries = 80618
Tagged number of entries = 1072
Total number of entries in CC = 52010
Tagged number of entries in CC = 935

including p14.05.00:
Minimum at:
p0 = 2.86383971e-06 +- 0.9679399381
p1 = 0.2714854134 +- 0.001700987877
p2 = -0.01934436135 +- 0.000479571933
p3 = 0.92 +- 0.4730547591
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.486908775
Total number of entries = 124480
Tagged number of entries = 1617
Total number of entries in CC = 80204
Tagged number of entries in CC = 1398

--------------------------------------------------------


CSIP, 25 bins in E':
 CC 0   0.652438   0.014352   20.5296   0.486844
 CC 1   0.696412   0.015602   27.3741   0.606255
 CC 2   0.730942   0.0131739   37.1642   0.84835
 CC 3   0.751511   0.0138942   50.5876   1.47411
Mean error:        0.014255
Minimum at:
p0 = 1.485730791e-08 +- 0.6562653086
p1 = 0.3005971033 +- 0.002022769911
p2 = -0.02755759455 +- 0.0005670561331
p3 = 0.92 +- 0.4714913348
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.317212402


CSIP, 10 bins in E':
 CC 0   0.638925   1.14333   20.5296   0.486844
 CC 1   0.67127   0.639124   27.3741   0.606255
 CC 2   0.732292   0.123768   37.1642   0.84835
 CC 3   0.76719   0.238041   50.5876   1.47411
Minimum at:
p0 = 0.2008778388 +- 0.106435736
p1 = 0.1634126452 +- 0.02926702686
p2 = -0.004659886331 +- 0.007940845891
p3 = 0.92 +- 0.2180612814
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.001380086586

================================================================================
09/14/2004
Data-MC comparison

Histograms: 50 bins, -0.5, 2.5, subrange fit +/-(2*RMS)

Remove EC from chi2 calculation in MyFit.C, use
"good-run" samples and settings for ICR scale factors, change binning
to that for "Monte Carlo case".
Double_t plotmin1 = 10.;
Double_t plotmax1 = 80.;


Data Using MyChain.Add("../../results/new_goodrun/alljesb_tree_p14 
(dPhi cut 3.1)
Minimum at:
p0 = 0.4142028068 +- 0.009571576595
p1 = 0.09039924305 +- 0.002935043597
p2 = -2.374292281e-09 +- 0.003472781955
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.67556601
Total number of entries = 80618
Tagged number of entries = 80618
Total number of entries in CC = 52010
Tagged number of entries in CC = 52010


Data MyChain.Add("../../results/dPhi3.0/alljesb_tree_p14
(dPhi cut 3.0)
Minimum at:
p0 = 0.4334275528 +- 0.004638344055
p1 = 0.08334350967 +- 0.001425597636
p2 = -3.359643537e-12 +- 0.0004734745179
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 9.155060499
Total number of entries = 378411
Tagged number of entries = 378411
Total number of entries in CC = 243746
Tagged number of entries in CC = 243746


MC MyChain.Add("../../results/MC/dPhi3.0/alljesbMC_gjpt5_tree_p14.02.00.root")
(dPhi cut 3.0)
Minimum at:
p0 = 0.439080509 +- 0.02255965855
p1 = 0.09100578303 +- 0.006185232428
p2 = -1.349705298e-07 +- 0.006312049255
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 10.17543346
Total number of entries = 4250
Tagged number of entries = 4250
Total number of entries in CC = 3244
Tagged number of entries in CC = 3244


================================================================================
================================================================================
================================================================================
09/14/2004

Data/MC comparison in untagged samples

Compare width of R_jet distributions (gaussian fits) in E' bins for
data and MC


data
   sigma_CC = 0.26996191   sigma_err_CC= 0.002326216881
1   sigma_CC = 0.190085428   sigma_err_CC= 0.00046596424
2   sigma_CC = 0.1614986486   sigma_err_CC= 0.0009089192525
3   sigma_CC = 0.1465464319   sigma_err_CC= 0.001635900087
4   sigma_CC = 0.132173389   sigma_err_CC= 0.002420499849
5   sigma_CC = 0.1258279208   sigma_err_CC= 0.003670899967
6   sigma_CC = 0.1148299314   sigma_err_CC= 0.006615382543
7   sigma_CC = 0.07995735689   sigma_err_CC= 0.01050902223
0   sigma_ECN = 0.1837662199   sigma_err_ECN= 0.0009316026828
1   sigma_ECN = 0.1632106989   sigma_err_ECN= 0.001881245007
2   sigma_ECN = 0.1502560298   sigma_err_ECN= 0.002445532243
3   sigma_ECN = 0.1342809452   sigma_err_ECN= 0.003736772833
4   sigma_ECN = 0.1235063114   sigma_err_ECN= 0.005466427595
0   sigma_ECS = 0.1747077012   sigma_err_ECS= 0.0009250677825
1   sigma_ECS = 0.1585020835   sigma_err_ECS= 0.001807438591
2   sigma_ECS = 0.1439387701   sigma_err_ECS= 0.0025660021
3   sigma_ECS = 0.1206884411   sigma_err_ECS= 0.003830571779
4   sigma_ECS = 0.1157215993   sigma_err_ECS= 0.005346488118


gamma+jets MC
0   sigma_CC = 0.2174317549   sigma_err_CC= 0.04003651505
1   sigma_CC = 0.1538042595   sigma_err_CC= 0.005897237925
2   sigma_CC = 0.1313463938   sigma_err_CC= 0.01887417416
3   sigma_CC = 0.09880083194   sigma_err_CC= 0.01434692143
4   sigma_CC = 0.0833075241   sigma_err_CC= 0.005994773236
5   sigma_CC = 0.07993231676   sigma_err_CC= 0.00348426595
6   sigma_CC = 0.07183863629   sigma_err_CC= 0.005432832171
7   sigma_CC = 0.06689007098   sigma_err_CC= 0.002361173935
0   sigma_ECN = 0.124133139   sigma_err_ECN= 0.006580876315
1   sigma_ECN = 0.09893359991   sigma_err_ECN= 0.0161934653
2   sigma_ECN = 0.1402403215   sigma_err_ECN= 0.05826560937
3   sigma_ECN = 0.08614638454   sigma_err_ECN= 0.05681402758
4   sigma_ECN = 0.03530469068   sigma_err_ECN= 0.007952532299
0   sigma_ECS = 0.1194086261   sigma_err_ECS= 0.007934942004
1   sigma_ECS = 0.1013374715   sigma_err_ECS= 0.01801688204
2   sigma_ECS = 0.09039251813   sigma_err_ECS= 0.03638882972
3   sigma_ECS = 0.04414898584   sigma_err_ECS= 0.01671245136
4   sigma_ECS = 0.0588967134   sigma_err_ECS= 0.02126386112


================================================================================
09/15/2004

Width of gaussian fits in tagged data samples

CSIP (medium)
0   sigma_CC = 0.1788159156   sigma_err_CC= 0.01228587292
1   sigma_CC = 0.2036412382   sigma_err_CC= 0.01232157732
2   sigma_CC = 0.1540418016   sigma_err_CC= 0.009629288016
3   sigma_CC = 0.1234236742   sigma_err_CC= 0.01213888059

SVX (tight)
0   sigma_CC = 0.1665321635   sigma_err_CC= 0.0127474146
1   sigma_CC = 0.1901911035   sigma_err_CC= 0.0109300458
2   sigma_CC = 0.1441221992   sigma_err_CC= 0.01553700864
3   sigma_CC = 0.1338803218   sigma_err_CC= 0.0193838842

JLIP (loose)
0   sigma_CC = 0.1924822998   sigma_err_CC= 0.01226659219
1   sigma_CC = 0.2011022228   sigma_err_CC= 0.009418787189
2   sigma_CC = 0.1413047168   sigma_err_CC= 0.008382935375
3   sigma_CC = 0.1388919749   sigma_err_CC= 0.01243935417

JLIP (med)
0   sigma_CC = 0.1938672515   sigma_err_CC= 0.01534455908
1   sigma_CC = 0.2035470477   sigma_err_CC= 0.01200114444
2   sigma_CC = 0.1455856829   sigma_err_CC= 0.01158249893
3   sigma_CC = 0.1356475906   sigma_err_CC= 0.01482583103

JLIP (tight)
0   sigma_CC = 0.2068670171   sigma_err_CC= 0.02108191888
1   sigma_CC = 0.2059899842   sigma_err_CC= 0.01602541443
2   sigma_CC = 0.1530376385   sigma_err_CC= 0.01850722427
3   sigma_CC = 0.1415287321   sigma_err_CC= 0.01836719685


================================================================================
09/23/04 and 09/27/2004


Trying more stringend soft lepton veto


This is with the settings for b-tag (CSIP) as can be found above
[09/13/2004], and just vetoing events with a soft muon tag.

p0 = 1.144744124e-07 +- 0.6162194574
p1 = 0.2911796964 +- 0.02356490649
p2 = -0.0249211109 +- 0.006585458659
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.324602801
Total number of entries = 80618
Tagged number of entries = 1072
Total number of entries in CC = 52010
Tagged number of entries in CC = 935


***Same as above but including p14.05.00***
Soft mu-veto:
   Minimum at:
   p0 = 2.86383971e-06 +- 0.9679399381
   p1 = 0.2714854134 +- 0.001700987877
   p2 = -0.01934436135 +- 0.000479571933
   p3 = 0.92 +- 0.4730547591
   p4 = 0.94 +- 0.5550289127
    With chi2 = 2.486908775
   Total number of entries = 124480
   Tagged number of entries = 1617
   Total number of entries in CC = 80204
   Tagged number of entries in CC = 1398
Allow no muon inside dR<0.4 cone around the jet

No mu-veto at all:






{ don't use these numbers. They are withour p14.05.00
Intermediate result with dPhi>3.0:
mu-tag veto (see also mu-tagged_veto.log)

CSIP
Minimum at:
p0 = 0.3687589302 +- 0.00330803692
p1 = 0.1034075653 +- 0.0009568588642
p2 = -0.001291167789 +- 0.0002731517293
p3 = 0.92 +- 0.2835790846
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.8107518274
Total number of entries = 378411
Tagged number of entries = 4858
Total number of entries in CC = 243746
Tagged number of entries in CC = 4217

Minimum at:
p0 = 0.1224568785 +- 0.003697338878
p1 = 0.2342254394 +- 0.001071552257
p2 = -0.01821179428 +- 0.0003064045361
p3 = 0.92 +- 0.4727136428
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.274276963
Total number of entries = 378411
Tagged number of entries = 3968
Total number of entries in CC = 243746
Tagged number of entries in CC = 3354
}


================================================================================
09/27/2004

Compare old result...

run.C  using ../../results/new_goodrun/alljesb_tree_p14*
MyClass.C   histo ranges for response: 600,-2,4
With cryostat factors 'using good run list' [0.9480689067, 0.9170272228]
   
   Minimum at:
   p0 = 0.3701453056 +- 0.03102559857
   p1 = 0.1241537874 +- 0.01759957895
   p2 = -0.005724209108 +- 0.002500742691
   p3 = 0.9131321655 +- 0.004820909622
   p4 = 0.9424742246 +- 0.00526803823
    With chi2 = 91.60267794
   Total number of entries = 80618
   Tagged number of entries = 80618
   Total number of entries in CC = 52010
   Tagged number of entries in CC = 52010

with the rerun p14.05.00 (the problem was, that all results were
derived with a corrupted p14.05.00 file which had no events). So
including p14.05.00 we get this:


   Minimum at:
   p0 = 0.4161174852 +- 0.02259090727
   p1 = 0.0995946519 +- 0.01266329861
   p2 = -0.002459690583 +- 0.001780489346
   p3 = 0.9170605684 +- 0.003619148643
   p4 = 0.9480880269 +- 0.003931128565
    With chi2 = 68.37301297
   Total number of entries = 124480
   Tagged number of entries = 124480
   Total number of entries in CC = 80204
   Tagged number of entries in CC = 80204


Put the new cryostat factors into MyClass.C
================================================================================



Minimum at:
p0 = 0.998276229 +- 0.667990103
p1 = -0.009366582361 +- 0.03970840197
p2 = 0.178931551 +- 0.05892076507
p3 = 0.9999944043 +- 0.8985746044
p4 = 0.02759922756 +- 0.5247047841
p5 = 1.034568511 +- 0.2710896712
p6 = 0.9999722897 +- 0.785514798
p7 = -0.04249700914 +- 0.5503825418
p8 = 0.9626142806 +- 0.3097350749
p9 = 92.48926517 +- 7.152700324
p10 = -1.693974708e-06 +- 0.1121248589
 With chi2 = 4.681415511






-----------------------------------------------------------
extended 10/12/04

CSIP, 50 bins in E':
 CC 0   0.638285   0.0150155   20.5296   0.486844
 CC 1   0.701265   0.0140071   27.3741   0.606255
 CC 2   0.734994   0.0121999   37.1642   0.84835
 CC 3   0.749294   0.0142152   50.5876   1.47411
Mean error:        0.013859
Minimum at:
p0 = 1.144744124e-07 +- 0.6162194574
p1 = 0.2911796964 +- 0.02356490649
p2 = -0.0249211109 +- 0.006585458659
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.324602801
Total number of entries = 80618
Tagged number of entries = 1072
Total number of entries in CC = 52010
Tagged number of entries in CC = 935

including p14.05.00:
Minimum at:
p0 = 2.86383971e-06 +- 0.9679399381
p1 = 0.2714854134 +- 0.001700987877
p2 = -0.01934436135 +- 0.000479571933
p3 = 0.92 +- 0.4730547591
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.486908775
Total number of entries = 124480
Tagged number of entries = 1617
Total number of entries in CC = 80204
Tagged number of entries in CC = 1398

reprocessed data with corrected/modified presel cuts
Minimum at:
p0 = 0.3290242826 +- 0.05617476564
p1 = 0.111159642 +- 0.01619691987
p2 = -7.383036713e-08 +- 0.03403514075
p3 = 1.075839491 +- 0.5773691714
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.6279600006
Total number of entries = 160175
Tagged number of entries = 2109
Total number of entries in CC = 103023
Tagged number of entries in CC = 1809


--------------------------------------------------------


================================================================================
================================================================================
================================================================================
10/10/2004

Processed everything new, because discovered that the existing root
tuples partially were processed with wrong cuts in JESBAnalysis (this
resulted from reproducing Dag's cut flow). For details do 'cvs diff -r
1.6 -r 1.7 JCGammaJetSelector.params'. 

Bins: 50,-0.5,2.5
Double_t fitmin = 6.;
Double_t fitmax = 300.; // 220.
Double_t plotmin1 = 0.;    // default
Double_t plotmax1 = 180.;
Double_t plotmin2 = 1.; // 0.
Double_t plotmax2 = 300.; // 220
Float_t nRMS = 2.;

Minimum at:
p0 = 0.4006078057 +- 0.02000429796
p1 = 0.09900379266 +- 0.01110422566
p2 = -0.001504106114 +- 0.001545922105
p3 = 0.9142005689 +- 0.0032511056
p4 = 0.9446307469 +- 0.00351304432
 With chi2 = 91.66535851
 Data points CC,ECN,ECS  = 14,  23,  23
Total number of entries = 160175
Tagged number of entries = 160175
Total number of entries in CC = 103023
Tagged number of entries in CC = 103023

Using different binning:
Bins: 600,-0.5,2.5
Minimum at:
p0 = 0.4016477691 +- 0.02180495909
p1 = 0.0992567243 +- 0.01230436479
p2 = -0.001666207481 +- 0.001742052102
p3 = 0.9146026511 +- 0.003469718478
p4 = 0.9429416091 +- 0.003774705168
 With chi2 = 99.89300956
 Data points CC,ECN,ECS  = 14,  23,  23


Now using ranges as for tagged samples:
--------------------------------------
Minimum at:
p0 = 0.3979776866 +- 0.008351026036
p1 = 0.09480145388 +- 0.002508406893
p2 = -1.070045013e-08 +- 0.002667456957
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 1.417648225
 Data points CC,ECN,ECS  = 4,  23,  23


CSIP tagged, just SLT veto
--------------------------
Minimum at:
p0 = 0.3289786404 +- 0.05405654278
p1 = 0.1111743619 +- 0.01547530963
p2 = -7.57654017e-07 +- 0.02280912143
p3 = 0.92 +- 0.3840929677
p4 = 0.94 +- 0.4043621386
 With chi2 = 0.6279685227
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 160175
Tagged number of entries = 2109
Total number of entries in CC = 103023
Tagged number of entries in CC = 1809


================================================================================
10/11/2004

different dPhi cuts

UNTAGGED
-------
3.1
Minimum at:
p0 = 0.3979776866 +- 0.008351026036
p1 = 0.09480145388 +- 0.002508406893
p2 = -1.070045013e-08 +- 0.002667456957
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 1.417648225
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 160175
Tagged number of entries = 160175
Total number of entries in CC = 103023
Tagged number of entries in CC = 103023

3.0
Minimum at:
p0 = 0.3936042372 +- 0.04243978976
p1 = 0.09956393652 +- 0.02523320461
p2 = -0.001365642436 +- 0.003739378136
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 1.181064773
Total number of entries = 489358
Tagged number of entries = 489358
Total number of entries in CC = 314675
Tagged number of entries in CC = 314675

2.9
Minimum at:
p0 = 0.4122411023 +- 0.003977569925
p1 = 0.08777498371 +- 0.001215729528
p2 = -7.313723095e-09 +- 0.002095114984
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.6615183745
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 722173
Tagged number of entries = 722173
Total number of entries in CC = 463484
Tagged number of entries in CC = 463484

2.8
Minimum at:
p0 = 0.3955100859 +- 0.005846629593
p1 = 0.09143405347 +- 0.001839226701
p2 = -1.094699861e-07 +- 0.005359388773
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.364361467
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 338727
Tagged number of entries = 338727
Total number of entries in CC = 216857
Tagged number of entries in CC = 216857




CSIP
----
3.1
Minimum at:
p0 = 0.3289786404 +- 0.05405654278
p1 = 0.1111743619 +- 0.01547530963
p2 = -7.57654017e-07 +- 0.02280912143
p3 = 0.92 +- 0.3840929677
p4 = 0.94 +- 0.4043621386
 With chi2 = 0.6279685227
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 160175
Tagged number of entries = 2109
Total number of entries in CC = 103023
Tagged number of entries in CC = 1809


3.0
Minimum at:
p0 = 0.1767460774 +- 0.002957357154
p1 = 0.2127332486 +- 0.0008583151513
p2 = -0.01679309184 +- 0.0002458455253
p3 = 0.92 +- 0.4726144601
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.8138201186
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 489358
Tagged number of entries = 6360
Total number of entries in CC = 314675
Tagged number of entries in CC = 5520


2.9
Minimum at:
p0 = 0.4003268104 +- 0.02766992785
p1 = 0.08928440086 +- 0.007932075679
p2 = -2.99069222e-07 +- 0.01786070227
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
Total number of entries = 722173
Tagged number of entries = 9381
Total number of entries in CC = 463484
Tagged number of entries in CC = 8198

2.8
Minimum at:
p0 = 0.272905822 +- 0.003324146547
p1 = 0.1614908871 +- 0.0009734284176
p2 = -0.01056758941 +- 0.0002815943616
p3 = 0.92 +- 0.2180612814
p4 = 0.94 +- 0.5550289127
 With chi2 = 2.416315848
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 338727
Tagged number of entries = 4592
Total number of entries in CC = 216857
Tagged number of entries in CC = 4084

================================================================================
10/12/04

Repeat mu-veto study
with dPhi>2.9

untagged
--------
Minimum at:
p0 = 0.4122411023 +- 0.003977569925
p1 = 0.08777498371 +- 0.001215729528
p2 = -7.313723095e-09 +- 0.002095114984
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.6615183745
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 722173
Tagged number of entries = 722173
Total number of entries in CC = 463484
Tagged number of entries in CC = 463484


CSIP, no mu veto
----------------
Minimum at:
p0 = 0.3994167771 +- 0.02905020138
p1 = 0.08788071621 +- 0.008680313004
p2 = -2.236721578e-09 +- 0.01837487541
p3 = 1.075839491 +- 0.5773691714
p4 = 0.94 +- 0.5550289127
 With chi2 = 1.417440487
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 722173
Tagged number of entries = 9678
Total number of entries in CC = 463484
Tagged number of entries in CC = 8482

CSIP, soft mu veto
------------------
Minimum at:
p0 = 0.4003268104 +- 0.02766992785
p1 = 0.08928440086 +- 0.007932075679
p2 = -2.99069222e-07 +- 0.01786070227
p3 = 0.92 +- 0.5489085494
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.7134741265
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 722173
Tagged number of entries = 9381
Total number of entries in CC = 463484
Tagged number of entries in CC = 8198

CSIP, soft+"all" no mu veto
---------------------------
Minimum at:
p0 = 0.2010087322 +- 0.002648887977
p1 = 0.1976699394 +- 0.000774352755
p2 = -0.01448796685 +- 0.0002235345179
p3 = 0.92 +- 0.4726144601
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.4386369484
 Data points CC,ECN,ECS  = 4,  23,  23
Total number of entries = 722173
Tagged number of entries = 7641
Total number of entries in CC = 463484
Tagged number of entries in CC = 6512

================================================================================
11/03/04

Monte Carlo studies:
different taggers on gamma+b MC:

CSIP:
Minimum at:
p0 = 3.428682097e-08 +- 0.956978
p1 = 0.3023680204 +- 0.003109365078
p2 = -0.02729194813 +- 0.0008219896625
p3 = 1.075839491 +- 0.5202641617
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.09018368673
 Data points CC,ECN,ECS  = 4,  4,  4
Total number of entries = 1205
Tagged number of entries = 397
Total number of entries in CC = 1131
Tagged number of entries in CC = 369

SVX:
Minimum at:
p0 = 2.398459985e-07 +- 0.998632019
p1 = 0.300135423 +- 0.003304983686
p2 = -0.02647828093 +- 0.0008860561981
p3 = 0.92 +- 0.471212016
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.05159433366
 Data points CC,ECN,ECS  = 4,  4,  4
Total number of entries = 1205
Tagged number of entries = 358
Total number of entries in CC = 1131
Tagged number of entries in CC = 339


JLIP tight:
Minimum at:
p0 = 0.5270491678 +- 0.02161777589
p1 = 0.06602132691 +- 0.006065766092
p2 = -0.003125180121 +- 0.001683379361
p3 = 0.92 +- 0.2360931989
p4 = 0.94 +- 0.5550289127
 With chi2 = 0.05291403334
 Data points CC,ECN,ECS  = 4,  4,  4
Total number of entries = 1205
Tagged number of entries = 222
Total number of entries in CC = 1131
Tagged number of entries in CC = 212

================================================================================
================================================================================
================================================================================

Some "default" results after changing the HM7 cut from 20 to 12:

Double_t fitmin = 6.;
Double_t fitmax = 300.; // 220.
Double_t plotmin1 = 0.;    // default
Double_t plotmax1 = 180.;
Double_t plotmin2 = 1.; // 0.
Double_t plotmax2 = 300.; // 220 // 300
Float_t nRMS = 2.;

Minimum at:
p0 = 0.4166256072 +- 0.0209655755
p1 = 0.08944476819 +- 0.01165365674
p2 = -0.0007208913526 +- 0.001627291614
p3 = 0.9173003439 +- 0.003757457437
p4 = 0.947312632 +- 0.004057297871
 With chi2 = 87.5618548
Total number of entries = 125029
Tagged number of entries = 125029
Total number of entries in CC = 80039
Tagged number of entries in CC = 80039
Total number of entries in ECN = 22208
Tagged number of entries in ECN = 22208
Total number of entries in ECS = 22782
Tagged number of entries in ECS = 22782


================================================================================
================================================================================
================================================================================

Monte Carlo: p14.07 gam+b and gam+c and p14.02 gam+j
Only CC
Double_t fitmin = 10.; // For MC
Double_t fitmax = 160.; // 85., 220.
Double_t plotmin1 = 10.;  // MC
Double_t plotmax1 = 160.; // 85.
Double_t plotmin2 = 1.; // 0.
Double_t plotmax2 = 300.; // 220 // 300
Float_t nRMS = 2.;
bool is_logscale = false;

const Int_t nbin_CC = 7;
Float_t xbin_CC[nbin_CC+1]={ 15, 30, 40, 55, 75, 100, 150, 200};
Float_t e_xmin_CC[nbin_CC]={  0,  0,  0,  0,  0,   0,   0};
Float_t e_xmax_CC[nbin_CC]={ 60, 70, 80,120,180, 200, 220};

E0 = 1
fun1->SetParameters(0.18922, 0.182157, -0.0101051); // gam+b
fun2->SetParameters(0.160594, 0.241148, -0.0201113); // gam+c
fun3->SetParameters(0.339952, 0.162812, -0.0117497); // gam+j


================================================================================
================================================================================
================================================================================

01/30/2005
m.Loop(2,0); // 0=default, 1=crates, 2=btag(CSIP), 3=btag(SVX), 4=btag(JLIB)
Double_t fitmin = 10.; // For MC
Double_t fitmax = 160.; // 85., 220.
Double_t plotmin1 = 10.;  // MC
Double_t plotmax1 = 160.; // 85.
Double_t plotmin2 = 1.; // 0.
Double_t plotmax2 = 300.; // 220 // 300
Float_t nRMS = 2.;
bool is_logscale = false;
const Int_t nbin_CC = 7;
Float_t xbin_CC[nbin_CC+1]={ 15, 30, 40, 55, 75, 100, 150, 200};
Float_t e_xmin_CC[nbin_CC]={  0,  0,  0,  0,  0,   0,   0};
Float_t e_xmax_CC[nbin_CC]={ 60, 70, 80,120,180, 200, 220};
const Int_t nbin_EC = 23;
Float_t xbin_EC[nbin_EC+1]={  66, 72, 78, 84, 90, 96,102,108,114,120,126,132,138,144,150,156,162,168,174,180,186,192,198,204};
Float_t e_xmin_EC[nbin_EC]={   0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0,  0};
Float_t e_xmax_EC[nbin_EC]={ 175,250,250,250,250,300,300,350,350,350,350,350,350,350,350,350,350,350,350,350,350,350,350};



// The new p14.07.00 MC from Lyon
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt5_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt10_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt20_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt40_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt80_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt160_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gjpt320_tree_p14.07.00.root");
Total number of entries = 19679
Tagged number of entries = 19679
Total number of entries in CC = 17721
Tagged number of entries in CC = 17721
Total number of entries in ECN = 989
Tagged number of entries in ECN = 989
Total number of entries in ECS = 969
Tagged number of entries in ECS = 969
Minimum at:
p0 = 0.504367 +- 0.061567
p1 = 0.0832425 +- 0.0286185
p2 = -0.00203893 +- 0.00329847
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 4.20981

MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt5_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt10_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt20_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt40_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt80_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt160_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gbpt320_tree_p14.07.00.root");
Total number of entries = 13219
Tagged number of entries = 13219
Total number of entries in CC = 12672
Tagged number of entries in CC = 12672
Total number of entries in ECN = 145
Tagged number of entries in ECN = 145
Total number of entries in ECS = 402
Tagged number of entries in ECS = 402
Minimum at:
p0 = 0.230011 +- 0.00159003
p1 = 0.160233 +- 0.000350129
p2 = -0.00712575 +- 7.52762e-05
p3 = 0.92 +- 0.218061
p4 = 0.94 +- 0.555029
 With chi2 = 15.6805

MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt5_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt10_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt20_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt40_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt80_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt160_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/dPhi3.1/mb0.4/MCmb0.4_gcpt320_tree_p14.07.00.root");
Total number of entries = 20924
Tagged number of entries = 20924
Total number of entries in CC = 20005
Tagged number of entries in CC = 20005
Total number of entries in ECN = 258
Tagged number of entries in ECN = 258
Total number of entries in ECS = 661
Tagged number of entries in ECS = 661
Minimum at:
p0 = 0.354225 +- 0.0560205
p1 = 0.139467 +- 0.0262224
p2 = -0.00705639 +- 0.0030313
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029


================================================================================
================================================================================
================================================================================
02/13/2005

Deriving b-response on MC for Kazu, using Ipanema MC with new EM-ID
cuts (but no new EM scale).

Use Lyon p14.07 MC (only part 1/2)
First, run gam+j to cross check with Alexander's results:

// Ipanema+jetcorr 5.3
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt5_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt10_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt20_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt40_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt80_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt160_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gjpt320_tree_p14.07.00.root");
Double_t fitmin = 15.; // For MC
Double_t fitmax = 350.; // 85., 220.
Double_t plotmin1 = 10.;  // MC
Double_t plotmax1 = 380.; // 85.
Double_t plotmin2 = 10.; // 0.
Double_t plotmax2 = 380.; // 220 // 300
// for new p14.07 MC including EC
const Int_t nbin_CC = 12;
Float_t xbin_CC[nbin_CC+1]={ 15,  20,  30,  40,  50,  60,  70,  80,  90, 100, 120, 150, 200};
Float_t e_xmin_CC[nbin_CC]={  0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0};
Float_t e_xmax_CC[nbin_CC]={ 60, 100, 100, 150, 150, 150, 200, 200, 200, 200, 250, 300 };
const Int_t nbin_EC = 16;
Float_t xbin_EC[nbin_EC+1]={ 60,  70,  80,  90, 100, 120, 140, 160, 180, 200, 225, 250, 275, 300, 350, 400, 500};
Float_t e_xmin_EC[nbin_EC]={  0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0};
Float_t e_xmax_EC[nbin_EC]={200, 200, 200, 300, 300, 300, 300, 400, 400, 400, 400, 400, 400, 500, 1000, 1000};

Results for gam+j
-----------------
And here is the covariance matrix:
         1  -0.332722  -0.528937          0  0.0170678
 -0.332722          1   0.436058          0  -0.490087
 -0.528937   0.436058          1          0   -0.43868
         0          0          0          1          0
 0.0170678  -0.490087   -0.43868          0          1

Minimum at:
p0 = 0.845771 +- 0.00117234
p1 = 0.0626434 +- 0.00209734
p2 = -0.00180942 +- 0.00233234
pCryo = 0.947905 +- 0.0033041 // only one common amplitude (have to modify MyFit.C)
 With chi2 = 26.0011

Alexander has:
p0 = 0.84508 +- 0.00132
p1 = 0.06138 +- 0.00121
p2 = -0.006649 +- 0.001151
Fcryo = 0.9422 +- 0.0040

===================================
Now the same but for pure gam+b MC:
-- no EC -- !!!
===================================
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt5_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt10_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt20_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt40_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt80_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt160_tree_p14.07.00.root");
MyChain.Add("../../results/MC/p14.07.00/ipanema/dPhi3.1/mb0.4/MCmb0.4_gbpt320_tree_p14.07.00.root");
m.Loop(2,0);
Double_t fitmin = 15.; // For MC
Double_t fitmax = 150.; // 85., 220.
Double_t plotmin1 = 10.;  // MC
Double_t plotmax1 = 170.; // 85.
Double_t plotmin2 = 10.; // 0.
Double_t plotmax2 = 170.; // 220 // 300
// for new p14.07 MC excluding EC
const Int_t nbin_CC = 12;
Float_t xbin_CC[nbin_CC+1]={ 15,  20,  30,  40,  50,  60,  70,  80,  90, 100, 120, 150, 200};
Float_t e_xmin_CC[nbin_CC]={  0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0,   0};
Float_t e_xmax_CC[nbin_CC]={ 60, 100, 100, 150, 150, 150, 200, 200, 200, 200, 250, 300 };

And here is the covariance matrix:
         1  -0.319806  -0.519282          0          0
 -0.319806          1   0.804404          0          0
 -0.519282   0.804404          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.817996 +- 0.00190864
p1 = 0.0893316 +- 0.00468573
p2 = -0.00625692 +- 0.0042241
p3 = 1.01714 +- 0.572413
p4 = 0.94 +- 0.555029
 With chi2 = 15.1656



With increased stats (some MC from part 2/2)
And here is the covariance matrix:
         1   0.845784   0.713161          0          0
  0.845784          1   0.950082          0          0
  0.713161   0.950082          1          0          0
         0          0          0          1          0
         0          0          0          0          1
Minimum at:
p0 = 0.811569 +- 0.00346765
p1 = 0.080226 +- 0.0105919
p2 = -0.0115206 +- 0.00593607
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 16.3707




================================================================================
================================================================================
================================================================================
02/14/2005

Response in tagged PASS2 data. First have to find suitable binning, so
that even with the mass tag there a still some events left. this is
what we have to deal with:

EC cannot be used...

MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.03.00.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.03.01.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.03.02.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.05.00.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.05.02.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.06.00a.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.06.00b.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.06.00c.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.06.00d.root");
MyChain.Add("../../results/DATA/PASS2/newEMID/dPhi3.1/alljesb_tree_PASS2_p14.06.01.root");


// PASS2 CSIP tagged data + mass tag
Double_t fitmin = 15.; 
Double_t fitmax = 120.;
Double_t plotmin1 = 10.;
Double_t plotmax1 = 130;
Double_t plotmin2 = 10.;
Double_t plotmax2 = 130;

const Int_t nbin_CC = 7;
Float_t xbin_CC[nbin_CC+1]={ 20, 30, 40, 50, 70, 90, 110, 160};
Float_t e_xmin_CC[nbin_CC]={  0,  0,  0,  0,  0,  0,   0};
Float_t e_xmax_CC[nbin_CC]={ 70, 90,100,120,200, 200, 300};
const Int_t nbin_EC = 2;// EC cannot be used for fit
Float_t xbin_EC[nbin_EC+1]={ 90, 150, 250};
Float_t e_xmin_EC[nbin_EC]={  0,   0};
Float_t e_xmax_EC[nbin_EC]={300, 300};

No tag:
---------------
And here is the covariance matrix:
         1   0.960844 -0.0548969          0          0
  0.960844          1 -0.0366846          0          0
-0.0548969 -0.0366846          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.816376 +- 0.00196803
p1 = 0.0920128 +- 0.00150555
p2 = -5.82535e-10 +- 0.000627972
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 8.3824
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 209529
Tagged number of entries = 209529
Total number of entries in CC = 135302
Tagged number of entries in CC = 135302
Total number of entries in ECN = 36712
Tagged number of entries in ECN = 36712
Total number of entries in ECS = 37515
Tagged number of entries in ECS = 37515

0  mean_CC= 0.666873   mean_err_CC= 0.001061   sigma_CC= 0.191736   sigma_err_CC= 0.001035
1  mean_CC= 0.687530   mean_err_CC= 0.000933   sigma_CC= 0.177227   sigma_err_CC= 0.000909
2  mean_CC= 0.714986   mean_err_CC= 0.001289   sigma_CC= 0.160108   sigma_err_CC= 0.001246
3  mean_CC= 0.742501   mean_err_CC= 0.001559   sigma_CC= 0.145830   sigma_err_CC= 0.001514
4  mean_CC= 0.773471   mean_err_CC= 0.003010   sigma_CC= 0.130314   sigma_err_CC= 0.003001
5  mean_CC= 0.799634   mean_err_CC= 0.004970   sigma_CC= 0.123225   sigma_err_CC= 0.004434
6  mean_CC= 0.828680   mean_err_CC= 0.005017   sigma_CC= 0.104476   sigma_err_CC= 0.004397
0  mean_ECN= 0.748958   mean_err_ECN= 0.001456   sigma_ECN= 0.176248   sigma_err_ECN= 0.001417
1  mean_ECN= 0.772803   mean_err_ECN= 0.001680   sigma_ECN= 0.154803   sigma_err_ECN= 0.001534
0  mean_ECS= 0.719803   mean_err_ECS= 0.001350   sigma_ECS= 0.164227   sigma_err_ECS= 0.001327
1  mean_ECS= 0.751898   mean_err_ECS= 0.001686   sigma_ECS= 0.150017   sigma_err_ECS= 0.001630

Plot prefix: data_PASS2_ut_

CSIP:
---------------
Here is the error matrix:
  0.0001392304925   0.0001112654587   1.406472052e-08                 0                 0
  0.0001112654587   0.0001010410718   3.389762076e-08                 0                 0
  1.406472052e-08   3.389762076e-08   2.237701872e-09                 0                 0
                0                 0                 0   9.700069572e+10                 0
                0                 0                 0                 0   9.738005719e+10

And here is the covariance matrix:
         1   0.938089  0.0251978          0          0
  0.938089          1  0.0712884          0          0
 0.0251978  0.0712884          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.794996 +- 0.0117979
p1 = 0.0830517 +- 0.0100491
p2 = -2.03705e-08 +- 0.0269634
p3 = 0.92 +- 0.559751
p4 = 0.94 +- 0.561423
 With chi2 = 0.533014
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 209529
Tagged number of entries = 2780
Total number of entries in CC = 135302
Tagged number of entries in CC = 2461
Total number of entries in ECN = 36712
Tagged number of entries in ECN = 161
Total number of entries in ECS = 37515
Tagged number of entries in ECS = 158

0  mean_CC= 0.664401   mean_err_CC= 0.009419   sigma_CC= 0.199040   sigma_err_CC= 0.007389
1  mean_CC= 0.685105   mean_err_CC= 0.007126   sigma_CC= 0.183176   sigma_err_CC= 0.006093
2  mean_CC= 0.708608   mean_err_CC= 0.008383   sigma_CC= 0.156829   sigma_err_CC= 0.008467
3  mean_CC= 0.724149   mean_err_CC= 0.009549   sigma_CC= 0.154953   sigma_err_CC= 0.009116
4  mean_CC= 0.749471   mean_err_CC= 0.017516   sigma_CC= 0.141406   sigma_err_CC= 0.017756
5  mean_CC= 0.798049   mean_err_CC= 0.030575   sigma_CC= 0.121365   sigma_err_CC= 0.030414
6  mean_CC= 0.796930   mean_err_CC= 0.020083   sigma_CC= 0.095885   sigma_err_CC= 0.018417
0  mean_ECN= 0.720522   mean_err_ECN= 0.019152   sigma_ECN= 0.152477   sigma_err_ECN= 0.016171
1  mean_ECN= 0.697496   mean_err_ECN= 0.026878   sigma_ECN= 0.156513   sigma_err_ECN= 0.027629
0  mean_ECS= 0.673527   mean_err_ECS= 0.021850   sigma_ECS= 0.158412   sigma_err_ECS= 0.030120
1  mean_ECS= 0.729318   mean_err_ECS= 0.045313   sigma_ECS= 0.203791   sigma_err_ECS= 0.041594

Plot prefix: data_PASS2_CSIP_



CSIP + masstag:
---------------
And here is the covariance matrix:
         1   0.896872  0.0059125          0          0
  0.896872          1  0.0703116          0          0
 0.0059125  0.0703116          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.783359 +- 0.0229638
p1 = 0.103209 +- 0.0203396
p2 = -3.79947e-10 +- 0.0934314
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 8.81519
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 209529
Tagged number of entries = 587
Total number of entries in CC = 135302
Tagged number of entries in CC = 536
Total number of entries in ECN = 36712
Tagged number of entries in ECN = 26
Total number of entries in ECS = 37515
Tagged number of entries in ECS = 25

0  mean_CC= 0.657167   mean_err_CC= 0.024246   sigma_CC= 0.216634   sigma_err_CC= 0.021436
1  mean_CC= 0.635694   mean_err_CC= 0.014858   sigma_CC= 0.161260   sigma_err_CC= 0.011595
2  mean_CC= 0.656045   mean_err_CC= 0.023476   sigma_CC= 0.165418   sigma_err_CC= 0.019848
3  mean_CC= 0.744121   mean_err_CC= 0.022234   sigma_CC= 0.157896   sigma_err_CC= 0.018651
4  mean_CC= 0.704936   mean_err_CC= 0.032176   sigma_CC= 0.147372   sigma_err_CC= 0.056787
5  mean_CC= 0.777669   mean_err_CC= 0.027570   sigma_CC= 0.076030   sigma_err_CC= 0.028290
6  mean_CC= 0.723908   mean_err_CC= 0.064681   sigma_CC= 0.143499   sigma_err_CC= 0.087764
0  mean_ECN= 0.671696   mean_err_ECN= 0.105914   sigma_ECN= 0.244979   sigma_err_ECN= 0.197108
1  mean_ECN= 2.906331   mean_err_ECN= 4.114948   sigma_ECN= 1.049868   sigma_err_ECN= 0.986954
0  mean_ECS= -3.510457   mean_err_ECS= 0.587810   sigma_ECS= 0.779423   sigma_err_ECS= 0.427326
1  mean_ECS= 0.831706   mean_err_ECS= 0.724325   sigma_ECS= 0.334227   sigma_err_ECS= 0.835848

Plot prefix: data_PASS2_CSIPmt_




================================================================================
================================================================================
================================================================================
02/23/05

response in PASS2 data. Same procedure as of 02/14/2005, but now we
have a fixed calculation of dM_inv.


No tag:
---------------
And here is the covariance matrix:
         1   0.960844 -0.0548969          0          0
  0.960844          1 -0.0366846          0          0
-0.0548969 -0.0366846          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.816376 +- 0.00196803
p1 = 0.0920128 +- 0.00150555
p2 = -5.82535e-10 +- 0.000627972
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 8.3824
 Data points CC,ECN,ECS  = 7,  1,  1
0  mean_CC= 0.666873   mean_err_CC= 0.001061   sigma_CC= 0.191736   sigma_err_CC= 0.001035
1  mean_CC= 0.687530   mean_err_CC= 0.000933   sigma_CC= 0.177227   sigma_err_CC= 0.000909
2  mean_CC= 0.714986   mean_err_CC= 0.001289   sigma_CC= 0.160108   sigma_err_CC= 0.001246
3  mean_CC= 0.742501   mean_err_CC= 0.001559   sigma_CC= 0.145830   sigma_err_CC= 0.001514
4  mean_CC= 0.773471   mean_err_CC= 0.003010   sigma_CC= 0.130314   sigma_err_CC= 0.003001
5  mean_CC= 0.799634   mean_err_CC= 0.004970   sigma_CC= 0.123225   sigma_err_CC= 0.004434
6  mean_CC= 0.828680   mean_err_CC= 0.005017   sigma_CC= 0.104476   sigma_err_CC= 0.004397
0  mean_ECN= 0.748958   mean_err_ECN= 0.001456   sigma_ECN= 0.176248   sigma_err_ECN= 0.001417
1  mean_ECN= 0.772803   mean_err_ECN= 0.001680   sigma_ECN= 0.154803   sigma_err_ECN= 0.001534
0  mean_ECS= 0.719803   mean_err_ECS= 0.001350   sigma_ECS= 0.164227   sigma_err_ECS= 0.001327
1  mean_ECS= 0.751898   mean_err_ECS= 0.001686   sigma_ECS= 0.150017   sigma_err_ECS= 0.001630

plot prefix: 022305_data_PASS2_ut_


CSIP:
---------------
And here is the covariance matrix:
         1   0.938089  0.0251978          0          0
  0.938089          1  0.0712884          0          0
 0.0251978  0.0712884          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.794996 +- 0.0117979
p1 = 0.0830517 +- 0.0100491
p2 = -2.03705e-08 +- 0.0269634
p3 = 0.92 +- 0.559751
p4 = 0.94 +- 0.561423
 With chi2 = 0.533014
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 209529
Tagged number of entries = 2780
Total number of entries in CC = 135302
Tagged number of entries in CC = 2461
Total number of entries in ECN = 36712
Tagged number of entries in ECN = 161
Total number of entries in ECS = 37515
Tagged number of entries in ECS = 158

0  mean_CC= 0.664401   mean_err_CC= 0.009419   sigma_CC= 0.199040   sigma_err_CC= 0.007389
1  mean_CC= 0.685105   mean_err_CC= 0.007126   sigma_CC= 0.183176   sigma_err_CC= 0.006093
2  mean_CC= 0.708608   mean_err_CC= 0.008383   sigma_CC= 0.156829   sigma_err_CC= 0.008467
3  mean_CC= 0.724149   mean_err_CC= 0.009549   sigma_CC= 0.154953   sigma_err_CC= 0.009116
4  mean_CC= 0.749471   mean_err_CC= 0.017516   sigma_CC= 0.141406   sigma_err_CC= 0.017756
5  mean_CC= 0.798049   mean_err_CC= 0.030575   sigma_CC= 0.121365   sigma_err_CC= 0.030414
6  mean_CC= 0.796930   mean_err_CC= 0.020083   sigma_CC= 0.095885   sigma_err_CC= 0.018417
0  mean_ECN= 0.720522   mean_err_ECN= 0.019152   sigma_ECN= 0.152477   sigma_err_ECN= 0.016171
1  mean_ECN= 0.697496   mean_err_ECN= 0.026878   sigma_ECN= 0.156513   sigma_err_ECN= 0.027629
0  mean_ECS= 0.673527   mean_err_ECS= 0.021850   sigma_ECS= 0.158412   sigma_err_ECS= 0.030120
1  mean_ECS= 0.729318   mean_err_ECS= 0.045313   sigma_ECS= 0.203791   sigma_err_ECS= 0.041594


CSIP + masstag:
---------------
And here is the covariance matrix:
         1   0.958283 -0.0186522          0          0
  0.958283          1  0.0567077          0          0
-0.0186522  0.0567077          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.743617 +- 0.0315261
p1 = 0.0688513 +- 0.0286726
p2 = -6.35816e-08 +- 0.0539676
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 5.85496
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 209529
Tagged number of entries = 582
Total number of entries in CC = 135302
Tagged number of entries in CC = 527
Total number of entries in ECN = 36712
Tagged number of entries in ECN = 28
Total number of entries in ECS = 37515
Tagged number of entries in ECS = 27

0  mean_CC= 0.665264   mean_err_CC= 0.025179   sigma_CC= 0.223812   sigma_err_CC= 0.021989
1  mean_CC= 0.643555   mean_err_CC= 0.013649   sigma_CC= 0.157632   sigma_err_CC= 0.010171
2  mean_CC= 0.665785   mean_err_CC= 0.021336   sigma_CC= 0.159623   sigma_err_CC= 0.017533
3  mean_CC= 0.733944   mean_err_CC= 0.026543   sigma_CC= 0.154838   sigma_err_CC= 0.023617
4  mean_CC= 0.686726   mean_err_CC= 0.026593   sigma_CC= 0.131726   sigma_err_CC= 0.038050
5  mean_CC= 0.770971   mean_err_CC= 0.083914   sigma_CC= 0.142494   sigma_err_CC= 0.143124
6  mean_CC= 0.705120   mean_err_CC= 0.117514   sigma_CC= 0.187210   sigma_err_CC= 0.173653
0  mean_ECN= 0.710138   mean_err_ECN= 0.166433   sigma_ECN= 0.323445   sigma_err_ECN= 0.262662
1  mean_ECN= 0.727004   mean_err_ECN= 0.222390   sigma_ECN= 0.278379   sigma_err_ECN= 0.437537
0  mean_ECS= -3.070670   mean_err_ECS= 0.742679   sigma_ECS= 0.840918   sigma_err_ECS= 0.434198
1  mean_ECS= 0.054672   mean_err_ECS= 16.214644   sigma_ECS= 0.809573   sigma_err_ECS= 0.965541



Results for extracted b-responses:

previous (Sasha's templates)
Result bin 0: R_b = 0.61537565
Result bin 1: R_b = 0.53359627
Result bin 2: R_b = 0.55147627
Result bin 3: R_b = 0.74800841
Result bin 4: R_b = 0.61600049
Result bin 5: R_b = 0.72887518
Result bin 6: R_b = 0.59734463

using b,c templates from gamma+jet
Result bin 0: R_b = 0.63541863
Result bin 1: R_b = 0.55305506
Result bin 2: R_b = 0.57558626
Result bin 3: R_b = 0.72281669
Result bin 4: R_b = 0.57092422
Result bin 5: R_b = 0.71229524
Result bin 6: R_b = 0.55083761

using fractions and b,c templates from gamma+jet
Result bin 0: R_b = 0.57200629
Result bin 1: R_b = 0.50628745
Result bin 2: R_b = 0.53362408
Result bin 3: R_b = 0.66796291
Result bin 4: R_b = 0.54263985
Result bin 5: R_b = 0.68243135
Result bin 6: R_b = 0.54022052






================================================================================
================================================================================
================================================================================
03/01/05

...........................................................
. Exactly trhe same as on 02/23/05, but with dPhi>2.9 cut .
...........................................................

No tag: (dPhi>2.9 )
---------------
And here is the covariance matrix:
         1   0.967499  0.0171172          0          0
  0.967499          1  0.0304773          0          0
 0.0171172  0.0304773          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.805144 +- 0.00103949
p1 = 0.0890367 +- 0.000765952
p2 = -1.44879e-10 +- 0.000236532
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 31.1686
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 942855
Tagged number of entries = 942855
Total number of entries in CC = 608430
Tagged number of entries in CC = 608430
Total number of entries in ECN = 166112
Tagged number of entries in ECN = 166112
Total number of entries in ECS = 168313
Tagged number of entries in ECS = 168313

NCC, NECN, NECS = 0  0  0

0  mean_CC= 0.658744   mean_err_CC= 0.000483   sigma_CC= 0.191097   sigma_err_CC= 0.000469
1  mean_CC= 0.678287   mean_err_CC= 0.000441   sigma_CC= 0.177184   sigma_err_CC= 0.000431
2  mean_CC= 0.705301   mean_err_CC= 0.000599   sigma_CC= 0.158854   sigma_err_CC= 0.000528
3  mean_CC= 0.730517   mean_err_CC= 0.000750   sigma_CC= 0.145345   sigma_err_CC= 0.000672
4  mean_CC= 0.759818   mean_err_CC= 0.001506   sigma_CC= 0.130651   sigma_err_CC= 0.001320
5  mean_CC= 0.786190   mean_err_CC= 0.002707   sigma_CC= 0.121886   sigma_err_CC= 0.002482
6  mean_CC= 0.813227   mean_err_CC= 0.003347   sigma_CC= 0.114003   sigma_err_CC= 0.003130
0  mean_ECN= 0.737154   mean_err_ECN= 0.000688   sigma_ECN= 0.177405   sigma_err_ECN= 0.000675
1  mean_ECN= 0.761129   mean_err_ECN= 0.000796   sigma_ECN= 0.157493   sigma_err_ECN= 0.000704
0  mean_ECS= 0.710885   mean_err_ECS= 0.000628   sigma_ECS= 0.167575   sigma_err_ECS= 0.000581
1  mean_ECS= 0.736616   mean_err_ECS= 0.000784   sigma_ECS= 0.151178   sigma_err_ECS= 0.000716


CSIP: (dPhi>2.9 )
---------------
And here is the covariance matrix:
         1   0.948253 -0.0151421          0          0
  0.948253          1 -0.0461877          0          0
-0.0151421 -0.0461877          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.790144 +- 0.00598443
p1 = 0.0884911 +- 0.00496811
p2 = -5.33383e-09 +- 0.00311364
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 4.41663
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 942855
Tagged number of entries = 12345
Total number of entries in CC = 608430
Tagged number of entries in CC = 10936
Total number of entries in ECN = 166112
Tagged number of entries in ECN = 684
Total number of entries in ECS = 168313
Tagged number of entries in ECS = 725

0  mean_CC= 0.653311   mean_err_CC= 0.004300   sigma_CC= 0.199521   sigma_err_CC= 0.003890
1  mean_CC= 0.673214   mean_err_CC= 0.003379   sigma_CC= 0.182256   sigma_err_CC= 0.003147
2  mean_CC= 0.692007   mean_err_CC= 0.004017   sigma_CC= 0.162542   sigma_err_CC= 0.003808
3  mean_CC= 0.710781   mean_err_CC= 0.004714   sigma_CC= 0.153766   sigma_err_CC= 0.004552
4  mean_CC= 0.745830   mean_err_CC= 0.007184   sigma_CC= 0.121421   sigma_err_CC= 0.006669
5  mean_CC= 0.787294   mean_err_CC= 0.011863   sigma_CC= 0.114084   sigma_err_CC= 0.010903
6  mean_CC= 0.799136   mean_err_CC= 0.012815   sigma_CC= 0.102279   sigma_err_CC= 0.010914
0  mean_ECN= 0.725897   mean_err_ECN= 0.009625   sigma_ECN= 0.158107   sigma_err_ECN= 0.008714
1  mean_ECN= 0.732913   mean_err_ECN= 0.011883   sigma_ECN= 0.158962   sigma_err_ECN= 0.011502
0  mean_ECS= 0.692069   mean_err_ECS= 0.010505   sigma_ECS= 0.171456   sigma_err_ECS= 0.009316
1  mean_ECS= 0.750725   mean_err_ECS= 0.011544   sigma_ECS= 0.163086   sigma_err_ECS= 0.010260


CSIP + masstag: (dPhi>2.9 )
---------------
And here is the covariance matrix:
         1    0.94095  0.0331153          0          0
   0.94095          1  0.0819898          0          0
 0.0331153  0.0819898          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.775256 +- 0.0124699
p1 = 0.0901478 +- 0.0112673
p2 = -1.5374e-10 +- 0.0131526
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 5.95488
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 942855
Tagged number of entries = 2557
Total number of entries in CC = 608430
Tagged number of entries in CC = 2336
Total number of entries in ECN = 166112
Tagged number of entries in ECN = 109
Total number of entries in ECS = 168313
Tagged number of entries in ECS = 112

0  mean_CC= 0.636405   mean_err_CC= 0.009181   sigma_CC= 0.194841   sigma_err_CC= 0.008427
1  mean_CC= 0.665792   mean_err_CC= 0.007421   sigma_CC= 0.189186   sigma_err_CC= 0.006337
2  mean_CC= 0.661543   mean_err_CC= 0.010063   sigma_CC= 0.176192   sigma_err_CC= 0.010176
3  mean_CC= 0.702053   mean_err_CC= 0.008878   sigma_CC= 0.146443   sigma_err_CC= 0.008074
4  mean_CC= 0.726263   mean_err_CC= 0.012964   sigma_CC= 0.118373   sigma_err_CC= 0.011012
5  mean_CC= 0.804551   mean_err_CC= 0.029908   sigma_CC= 0.113842   sigma_err_CC= 0.029410
6  mean_CC= 0.775356   mean_err_CC= 0.030599   sigma_CC= 0.106631   sigma_err_CC= 0.041773
0  mean_ECN= 0.731721   mean_err_ECN= 0.020200   sigma_ECN= 0.134719   sigma_err_ECN= 0.022321
1  mean_ECN= 0.741619   mean_err_ECN= 0.023076   sigma_ECN= 0.120889   sigma_err_ECN= 0.024538
0  mean_ECS= 0.631860   mean_err_ECS= 0.043711   sigma_ECS= 0.217018   sigma_err_ECS= 0.047848
1  mean_ECS= 0.666079   mean_err_ECS= 0.192973   sigma_ECS= 0.324332   sigma_err_ECS= 0.355739




================================================================================
================================================================================
================================================================================
03/21/05

...........................................................
. Exactly trhe same as on 03/01/05, but with mu-veto
...........................................................

CSIP: (dPhi>2.9 )
---------------
And here is the covariance matrix:
         1   0.943673 -0.0171724          0          0
  0.943673          1  0.0181126          0          0
-0.0171724  0.0181126          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.792939 +- 0.00574712
p1 = 0.087634 +- 0.00493955
p2 = -2.99408e-09 +- 0.00445821
p3 = 1.07426 +- 0.577358
p4 = 0.94 +- 0.555029
 With chi2 = 2.35567
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 942855
Tagged number of entries = 11946
Total number of entries in CC = 608430
Tagged number of entries in CC = 10555
Total number of entries in ECN = 166112
Tagged number of entries in ECN = 673
Total number of entries in ECS = 168313
Tagged number of entries in ECS = 718

0  mean_CC= 0.656391   mean_err_CC= 0.004357   sigma_CC= 0.198770   sigma_err_CC= 0.003893
1  mean_CC= 0.678489   mean_err_CC= 0.003390   sigma_CC= 0.179741   sigma_err_CC= 0.003094
2  mean_CC= 0.697022   mean_err_CC= 0.003966   sigma_CC= 0.159154   sigma_err_CC= 0.003637
3  mean_CC= 0.716563   mean_err_CC= 0.004675   sigma_CC= 0.150679   sigma_err_CC= 0.004454
4  mean_CC= 0.749660   mean_err_CC= 0.007148   sigma_CC= 0.119795   sigma_err_CC= 0.006798
5  mean_CC= 0.781633   mean_err_CC= 0.012233   sigma_CC= 0.113836   sigma_err_CC= 0.011678
6  mean_CC= 0.804904   mean_err_CC= 0.012539   sigma_CC= 0.099406   sigma_err_CC= 0.010998
0  mean_ECN= 0.732823   mean_err_ECN= 0.009557   sigma_ECN= 0.152036   sigma_err_ECN= 0.008398
1  mean_ECN= 0.734331   mean_err_ECN= 0.011719   sigma_ECN= 0.157642   sigma_err_ECN= 0.011361
0  mean_ECS= 0.694885   mean_err_ECS= 0.010503   sigma_ECS= 0.170638   sigma_err_ECS= 0.009317
1  mean_ECS= 0.750725   mean_err_ECS= 0.011544   sigma_ECS= 0.163086   sigma_err_ECS= 0.010260

CSIP + masstag: (dPhi>2.9 )
---------------
nd here is the covariance matrix:
         1   0.919378  0.0660458          0          0
  0.919378          1   0.109453          0          0
 0.0660458   0.109453          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.782587 +- 0.0103885
p1 = 0.088382 +- 0.00946923
p2 = -2.64748e-09 +- 0.0235729
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 3.09705
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 942855
Tagged number of entries = 2406
Total number of entries in CC = 608430
Tagged number of entries in CC = 2192
Total number of entries in ECN = 166112
Tagged number of entries in ECN = 105
Total number of entries in ECS = 168313
Tagged number of entries in ECS = 109

0  mean_CC= 0.646525   mean_err_CC= 0.009365   sigma_CC= 0.191643   sigma_err_CC= 0.008331
1  mean_CC= 0.676029   mean_err_CC= 0.007479   sigma_CC= 0.186374   sigma_err_CC= 0.006295
2  mean_CC= 0.676183   mean_err_CC= 0.009410   sigma_CC= 0.163129   sigma_err_CC= 0.008439
3  mean_CC= 0.714698   mean_err_CC= 0.008930   sigma_CC= 0.137076   sigma_err_CC= 0.007331
4  mean_CC= 0.737448   mean_err_CC= 0.013304   sigma_CC= 0.116914   sigma_err_CC= 0.012290
5  mean_CC= 0.769111   mean_err_CC= 0.021141   sigma_CC= 0.090832   sigma_err_CC= 0.020161
6  mean_CC= 0.791742   mean_err_CC= 0.019488   sigma_CC= 0.069398   sigma_err_CC= 0.016706
0  mean_ECN= 0.735998   mean_err_ECN= 0.020147   sigma_ECN= 0.130989   sigma_err_ECN= 0.021345
1  mean_ECN= 0.741619   mean_err_ECN= 0.023076   sigma_ECN= 0.120889   sigma_err_ECN= 0.024538
0  mean_ECS= 0.643457   mean_err_ECS= 0.042684   sigma_ECS= 0.203988   sigma_err_ECS= 0.045099
1  mean_ECS= 0.666079   mean_err_ECS= 0.192973   sigma_ECS= 0.324332   sigma_err_ECS= 0.355739




-----------------------------
Check the same in gamma+b MC:
-----------------------------
no tag, no mu veto
..................
0  mean_CC= 0.622039   mean_err_CC= 0.002860   sigma_CC= 0.184173   sigma_err_CC= 0.002736
1  mean_CC= 0.673990   mean_err_CC= 0.003358   sigma_CC= 0.173896   sigma_err_CC= 0.003037
2  mean_CC= 0.697893   mean_err_CC= 0.002173   sigma_CC= 0.147448   sigma_err_CC= 0.002132
3  mean_CC= 0.714054   mean_err_CC= 0.002026   sigma_CC= 0.134387   sigma_err_CC= 0.001966
4  mean_CC= 0.777476   mean_err_CC= 0.001732   sigma_CC= 0.118441   sigma_err_CC= 0.001608
5  mean_CC= 0.777825   mean_err_CC= 0.001554   sigma_CC= 0.107741   sigma_err_CC= 0.001335
6  mean_CC= 0.802926   mean_err_CC= 0.001725   sigma_CC= 0.109904   sigma_err_CC= 0.001589
Total number of entries = 80493
Tagged number of entries = 80493
Total number of entries in CC = 73225
Tagged number of entries in CC = 73225
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2057
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5211

no tag, with mu veto
....................
0  mean_CC= 0.631560   mean_err_CC= 0.002893   sigma_CC= 0.177110   sigma_err_CC= 0.002833
1  mean_CC= 0.684203   mean_err_CC= 0.003409   sigma_CC= 0.167457   sigma_err_CC= 0.003173
2  mean_CC= 0.711087   mean_err_CC= 0.002079   sigma_CC= 0.135993   sigma_err_CC= 0.001977
3  mean_CC= 0.723811   mean_err_CC= 0.001939   sigma_CC= 0.127482   sigma_err_CC= 0.001846
4  mean_CC= 0.790841   mean_err_CC= 0.001556   sigma_CC= 0.107410   sigma_err_CC= 0.001377
5  mean_CC= 0.791256   mean_err_CC= 0.001386   sigma_CC= 0.100545   sigma_err_CC= 0.001364
6  mean_CC= 0.816088   mean_err_CC= 0.001543   sigma_CC= 0.100143   sigma_err_CC= 0.001378
Total number of entries = 80493
Tagged number of entries = 72556
Total number of entries in CC = 73225
Tagged number of entries in CC = 65481
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2003
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5072



CSIP, no mu veto
..................
0  mean_CC= 0.632281   mean_err_CC= 0.004796   sigma_CC= 0.180818   sigma_err_CC= 0.004877
1  mean_CC= 0.682283   mean_err_CC= 0.004835   sigma_CC= 0.170576   sigma_err_CC= 0.004619
2  mean_CC= 0.699225   mean_err_CC= 0.002887   sigma_CC= 0.147100   sigma_err_CC= 0.002808
3  mean_CC= 0.715600   mean_err_CC= 0.002540   sigma_CC= 0.132759   sigma_err_CC= 0.002454
4  mean_CC= 0.783026   mean_err_CC= 0.002101   sigma_CC= 0.115951   sigma_err_CC= 0.001988
5  mean_CC= 0.781629   mean_err_CC= 0.001856   sigma_CC= 0.103932   sigma_err_CC= 0.001609
6  mean_CC= 0.805331   mean_err_CC= 0.002045   sigma_CC= 0.107312   sigma_err_CC= 0.001866
Total number of entries = 80493
Tagged number of entries = 44140
Total number of entries in CC = 73225
Tagged number of entries in CC = 42247
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 488
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 1405


CSIP, with mu veto
..................
Total number of entries = 80493
Tagged number of entries = 39525
Total number of entries in CC = 73225
Tagged number of entries in CC = 37686
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 473
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 1366
0  mean_CC= 0.638299   mean_err_CC= 0.004723   sigma_CC= 0.176396   sigma_err_CC= 0.004731
1  mean_CC= 0.690348   mean_err_CC= 0.004749   sigma_CC= 0.166265   sigma_err_CC= 0.004431
2  mean_CC= 0.711531   mean_err_CC= 0.002766   sigma_CC= 0.136099   sigma_err_CC= 0.002588
3  mean_CC= 0.723906   mean_err_CC= 0.002466   sigma_CC= 0.126777   sigma_err_CC= 0.002344
4  mean_CC= 0.796092   mean_err_CC= 0.001874   sigma_CC= 0.104782   sigma_err_CC= 0.001680
5  mean_CC= 0.793502   mean_err_CC= 0.001632   sigma_CC= 0.097265   sigma_err_CC= 0.001609
6  mean_CC= 0.819544   mean_err_CC= 0.001826   sigma_CC= 0.095996   sigma_err_CC= 0.001559



CSIPmt, no mu veto
..................
0  mean_CC= 0.644451   mean_err_CC= 0.008528   sigma_CC= 0.182551   sigma_err_CC= 0.008923
1  mean_CC= 0.685693   mean_err_CC= 0.007173   sigma_CC= 0.162793   sigma_err_CC= 0.006381
2  mean_CC= 0.700457   mean_err_CC= 0.004638   sigma_CC= 0.150258   sigma_err_CC= 0.004746
3  mean_CC= 0.715664   mean_err_CC= 0.003845   sigma_CC= 0.135698   sigma_err_CC= 0.003704
4  mean_CC= 0.779894   mean_err_CC= 0.002987   sigma_CC= 0.114035   sigma_err_CC= 0.002768
5  mean_CC= 0.780653   mean_err_CC= 0.002566   sigma_CC= 0.105932   sigma_err_CC= 0.002852
6  mean_CC= 0.801086   mean_err_CC= 0.002764   sigma_CC= 0.106154   sigma_err_CC= 0.002325
Total number of entries = 80493
Tagged number of entries = 20238
Total number of entries in CC = 73225
Tagged number of entries in CC = 19633
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 149
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 456

CSIPmt, with mu veto
..................
0  mean_CC= 0.657488   mean_err_CC= 0.008308   sigma_CC= 0.171681   sigma_err_CC= 0.008232
1  mean_CC= 0.697218   mean_err_CC= 0.006977   sigma_CC= 0.155782   sigma_err_CC= 0.005879
2  mean_CC= 0.713345   mean_err_CC= 0.004350   sigma_CC= 0.137302   sigma_err_CC= 0.004131
3  mean_CC= 0.727823   mean_err_CC= 0.003775   sigma_CC= 0.125397   sigma_err_CC= 0.003700
4  mean_CC= 0.793646   mean_err_CC= 0.002685   sigma_CC= 0.103079   sigma_err_CC= 0.002363
5  mean_CC= 0.792452   mean_err_CC= 0.002232   sigma_CC= 0.094531   sigma_err_CC= 0.002146
6  mean_CC= 0.814559   mean_err_CC= 0.002618   sigma_CC= 0.097311   sigma_err_CC= 0.002175
Total number of entries = 80493
Tagged number of entries = 17907
Total number of entries in CC = 73225
Tagged number of entries in CC = 17327
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 141
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 439




================================================================================
================================================================================
================================================================================
03/22/05

Compare mean values of E_measured in E' bins for untagged data, CSIP
and CSIPmt data:

untagged
--------
0  E_mean_CC= 18.989837   E_mean_err_CC= 0.017129
1  E_mean_CC= 24.538160   E_mean_err_CC= 0.020829
2  E_mean_CC= 32.394076   E_mean_err_CC= 0.039580
3  E_mean_CC= 43.116666   E_mean_err_CC= 0.068681
4  E_mean_CC= 60.507169   E_mean_err_CC= 0.196165
5  E_mean_CC= 78.129119   E_mean_err_CC= 0.418958
6  E_mean_CC= 102.594548   E_mean_err_CC= 0.739040

CSIP
----
0  E_mean_CC= 20.731592   E_mean_err_CC= 0.157550
1  E_mean_CC= 26.406065   E_mean_err_CC= 0.168554
2  E_mean_CC= 33.576965   E_mean_err_CC= 0.269377
3  E_mean_CC= 43.804388   E_mean_err_CC= 0.409456
4  E_mean_CC= 59.993539   E_mean_err_CC= 0.926580
5  E_mean_CC= 81.107672   E_mean_err_CC= 2.028687
6  E_mean_CC= 101.987852   E_mean_err_CC= 3.467295

CSIPmt
------
0  E_mean_CC= 21.298702   E_mean_err_CC= 0.364158
1  E_mean_CC= 27.430121   E_mean_err_CC= 0.407463
2  E_mean_CC= 34.247322   E_mean_err_CC= 0.605882
3  E_mean_CC= 44.061383   E_mean_err_CC= 0.892931
4  E_mean_CC= 60.532509   E_mean_err_CC= 1.781708
5  E_mean_CC= 86.161137   E_mean_err_CC= 3.916759
6  E_mean_CC= 101.655197   E_mean_err_CC= 4.120902






================================================================================
================================================================================
================================================================================
03/30/05

...........................................................
. b response with new EM scale
...........................................................

No tag: (dPhi>3.1 )
-------------------
And here is the covariance matrix:
         1   0.953361  0.0319515          0          0
  0.953361          1  0.0623704          0          0
 0.0319515  0.0623704          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.810972 +- 0.00180477
p1 = 0.084074 +- 0.00139471
p2 = -4.4238e-13 +- 0.00027489
p3 = 0.960939 +- 0.560765
p4 = 0.94 +- 0.555029
 With chi2 = 33.5177
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 248399
Tagged number of entries = 248399
Total number of entries in CC = 160679
Tagged number of entries in CC = 160679
Total number of entries in ECN = 43369
Tagged number of entries in ECN = 43369
Total number of entries in ECS = 44351
Tagged number of entries in ECS = 44351

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 19.380505   E_mean_err_CC= 0.033175
1  E_mean_CC= 25.299988   E_mean_err_CC= 0.039985
2  E_mean_CC= 33.376718   E_mean_err_CC= 0.072921
3  E_mean_CC= 44.711200   E_mean_err_CC= 0.119282
4  E_mean_CC= 63.076212   E_mean_err_CC= 0.308196
5  E_mean_CC= 80.865327   E_mean_err_CC= 0.613566
6  E_mean_CC= 106.242136   E_mean_err_CC= 1.035260


0  mean_CC= 0.676276   mean_err_CC= 0.000946   sigma_CC= 0.194618   sigma_err_CC= 0.000886
1  mean_CC= 0.693092   mean_err_CC= 0.000867   sigma_CC= 0.176791   sigma_err_CC= 0.000842
2  mean_CC= 0.716224   mean_err_CC= 0.001188   sigma_CC= 0.160306   sigma_err_CC= 0.001147
3  mean_CC= 0.743117   mean_err_CC= 0.001413   sigma_CC= 0.145261   sigma_err_CC= 0.001374
4  mean_CC= 0.776582   mean_err_CC= 0.002681   sigma_CC= 0.129526   sigma_err_CC= 0.002598
5  mean_CC= 0.796468   mean_err_CC= 0.004090   sigma_CC= 0.118663   sigma_err_CC= 0.003575
6  mean_CC= 0.829235   mean_err_CC= 0.005100   sigma_CC= 0.111970   sigma_err_CC= 0.004958
0  mean_ECN= 0.756452   mean_err_ECN= 0.001347   sigma_ECN= 0.176487   sigma_err_ECN= 0.001309
1  mean_ECN= 0.777548   mean_err_ECN= 0.001575   sigma_ECN= 0.155776   sigma_err_ECN= 0.001480
0  mean_ECS= 0.724965   mean_err_ECS= 0.001232   sigma_ECS= 0.167616   sigma_err_ECS= 0.001169
1  mean_ECS= 0.751663   mean_err_ECS= 0.001538   sigma_ECS= 0.148419   sigma_err_ECS= 0.001503



No tag: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.965443  0.0110649          0          0
  0.965443          1  0.0210892          0          0
 0.0110649  0.0210892          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.797931 +- 0.000954016
p1 = 0.0801482 +- 0.000716258
p2 = -1.06727e-13 +- 7.78487e-05
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 108.219
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 1116352
Tagged number of entries = 1116352
Total number of entries in CC = 721171
Tagged number of entries in CC = 721171
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 196459
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 198722

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 19.057142   E_mean_err_CC= 0.015594
1  E_mean_CC= 24.724759   E_mean_err_CC= 0.019423
2  E_mean_CC= 32.508938   E_mean_err_CC= 0.036520
3  E_mean_CC= 43.077666   E_mean_err_CC= 0.062579
4  E_mean_CC= 60.420142   E_mean_err_CC= 0.176138
5  E_mean_CC= 77.524281   E_mean_err_CC= 0.369766
6  E_mean_CC= 102.775276   E_mean_err_CC= 0.666899


0  mean_CC= 0.667704   mean_err_CC= 0.000434   sigma_CC= 0.194504   sigma_err_CC= 0.000410
1  mean_CC= 0.683649   mean_err_CC= 0.000408   sigma_CC= 0.176598   sigma_err_CC= 0.000397
2  mean_CC= 0.706315   mean_err_CC= 0.000575   sigma_CC= 0.159504   sigma_err_CC= 0.000556
3  mean_CC= 0.730666   mean_err_CC= 0.000679   sigma_CC= 0.144229   sigma_err_CC= 0.000600
4  mean_CC= 0.759852   mean_err_CC= 0.001353   sigma_CC= 0.130479   sigma_err_CC= 0.001207
5  mean_CC= 0.782666   mean_err_CC= 0.002298   sigma_CC= 0.119417   sigma_err_CC= 0.002124
6  mean_CC= 0.814632   mean_err_CC= 0.002924   sigma_CC= 0.109917   sigma_err_CC= 0.002772
0  mean_ECN= 0.744379   mean_err_ECN= 0.000634   sigma_ECN= 0.177281   sigma_err_ECN= 0.000620
1  mean_ECN= 0.764722   mean_err_ECN= 0.000741   sigma_ECN= 0.157233   sigma_err_ECN= 0.000656
0  mean_ECS= 0.715713   mean_err_ECS= 0.000584   sigma_ECS= 0.167467   sigma_err_ECS= 0.000538
1  mean_ECS= 0.738110   mean_err_ECS= 0.000727   sigma_ECS= 0.151027   sigma_err_ECS= 0.000668


CSIP: (dPhi>2.9 )@@@
-------------------
and here is the covariance matrix:
         1   0.943593 0.000687337          0          0
  0.943593          1 0.00531528          0          0
0.000687337 0.00531528          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.785227 +- 0.00524878
p1 = 0.081997 +- 0.00441069
p2 = -1.08454e-12 +- 0.00121843
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 15.0425
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 1116352
Tagged number of entries = 14579
Total number of entries in CC = 721171
Tagged number of entries in CC = 12884
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 826
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 869

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 20.845295   E_mean_err_CC= 0.143891
1  E_mean_CC= 26.410275   E_mean_err_CC= 0.155350
2  E_mean_CC= 33.939698   E_mean_err_CC= 0.246977
3  E_mean_CC= 44.190247   E_mean_err_CC= 0.380676
4  E_mean_CC= 60.602037   E_mean_err_CC= 0.894515
5  E_mean_CC= 79.020354   E_mean_err_CC= 1.753856
6  E_mean_CC= 103.251363   E_mean_err_CC= 2.578669


0  mean_CC= 0.665890   mean_err_CC= 0.003822   sigma_CC= 0.201911   sigma_err_CC= 0.003311
1  mean_CC= 0.673106   mean_err_CC= 0.003123   sigma_CC= 0.182673   sigma_err_CC= 0.002895
2  mean_CC= 0.690692   mean_err_CC= 0.003780   sigma_CC= 0.164467   sigma_err_CC= 0.003651
3  mean_CC= 0.714440   mean_err_CC= 0.004203   sigma_CC= 0.150693   sigma_err_CC= 0.004072
4  mean_CC= 0.749116   mean_err_CC= 0.007541   sigma_CC= 0.136836   sigma_err_CC= 0.007105
5  mean_CC= 0.765726   mean_err_CC= 0.010307   sigma_CC= 0.108821   sigma_err_CC= 0.008806
6  mean_CC= 0.809077   mean_err_CC= 0.009909   sigma_CC= 0.081135   sigma_err_CC= 0.007668
0  mean_ECN= 0.727143   mean_err_ECN= 0.008546   sigma_ECN= 0.157384   sigma_err_ECN= 0.007468
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.717734   mean_err_ECS= 0.008848   sigma_ECS= 0.162149   sigma_err_ECS= 0.006844
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291


CSIPmt: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.942181 -0.0185986          0          0
  0.942181          1 0.00660842          0          0
-0.0185986 0.00660842          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.765643 +- 0.0110031
p1 = 0.077414 +- 0.00992745
p2 = -3.76559e-09 +- 0.00427781
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 6.49634
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 1116352
Tagged number of entries = 2985
Total number of entries in CC = 721171
Tagged number of entries in CC = 2714
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 139
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 132

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 21.924713   E_mean_err_CC= 0.361868
1  E_mean_CC= 27.139995   E_mean_err_CC= 0.371641
2  E_mean_CC= 34.802224   E_mean_err_CC= 0.542052
3  E_mean_CC= 45.082946   E_mean_err_CC= 0.811692
4  E_mean_CC= 59.924735   E_mean_err_CC= 1.571508
5  E_mean_CC= 84.610290   E_mean_err_CC= 3.727503
6  E_mean_CC= 100.992160   E_mean_err_CC= 4.491484


0  mean_CC= 0.660059   mean_err_CC= 0.009149   sigma_CC= 0.201904   sigma_err_CC= 0.009021
1  mean_CC= 0.663000   mean_err_CC= 0.007318   sigma_CC= 0.192480   sigma_err_CC= 0.006598
2  mean_CC= 0.676704   mean_err_CC= 0.008523   sigma_CC= 0.173444   sigma_err_CC= 0.007157
3  mean_CC= 0.700931   mean_err_CC= 0.007802   sigma_CC= 0.143598   sigma_err_CC= 0.007202
4  mean_CC= 0.714183   mean_err_CC= 0.013835   sigma_CC= 0.130510   sigma_err_CC= 0.011623
5  mean_CC= 0.770932   mean_err_CC= 0.031252   sigma_CC= 0.122630   sigma_err_CC= 0.032997
6  mean_CC= 0.800539   mean_err_CC= 0.020355   sigma_CC= 0.086153   sigma_err_CC= 0.015676
0  mean_ECN= 0.728226   mean_err_ECN= 0.022047   sigma_ECN= 0.151403   sigma_err_ECN= 0.025445
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733   sigma_err_ECN= 0.038791
0  mean_ECS= 0.719878   mean_err_ECS= 0.020732   sigma_ECS= 0.140218   sigma_err_ECS= 0.023141
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857   sigma_err_ECS= 0.035125


The new flavor fractions are:
fl = 0.4476 +/- 0.0275
fc = 0.2453 +/- 0.0278
fb = 0.3072 +/- 0.0165

flp = 0.3151 +/- 0.0201
fcp = 0.0965 +/- 0.0108
fbp = 0.5884 +/- 0.0211

epsl = 0.13600000 +/- 0.00620083
epsc = 0.07600000 +/- 0.00153770
epsb = 0.37000000 +/- 0.00873362
flp = 0.31510000 +/- 0.02007819
fcp = 0.09650000 +/- 0.01079653
fbp = 0.58840000 +/- 0.02110798

Rb bin 0: R_b = 0.65293525 +/- 0.09154047
Rb bin 1: R_b = 0.64841303 +/- 0.09162239
Rb bin 2: R_b = 0.65618720 +/- 0.09424600
Rb bin 3: R_b = 0.68078240 +/- 0.09721540
Rb bin 4: R_b = 0.67127171 +/- 0.10241991
Rb bin 5: R_b = 0.77188833 +/- 0.12496561
Rb bin 6: R_b = 0.78923222 +/- 0.11726422

Quadratic fits
...............
Fit parameters for untagged data:
par0 = 0.784574 +/- 0.001082, Chisq/dof = 16.209169
par1 = 0.121654 +/- 0.002498, Chisq/dof = 16.209169
par2 = 0.026401 +/- 0.001419, Chisq/dof = 16.209169

Fit parameters for extracted b-response:
par0 = 0.736932 +/- 0.059116, Chisq/dof = 0.047282
par1 = 0.166856 +/- 0.177101, Chisq/dof = 0.047282
par2 = 0.077610 +/- 0.140031, Chisq/dof = 0.047282

Extracted b-response after energy mapping:
par0 = 0.788183 +/- 0.095430, Chisq/dof = 0.037361
par1 = 0.213788 +/- 0.264078, Chisq/dof = 0.037361
par2 = 0.081967 +/- 0.156805, Chisq/dof = 0.037361

Extracted b-response after energy mapping and scaling
par0 = 0.799215 +/- 0.095419, Chisq/dof = 0.038427
par1 = 0.216768 +/- 0.264012, Chisq/dof = 0.038427
par2 = 0.083105 +/- 0.156742, Chisq/dof = 0.038427

Untagged response after energy mapping for dPhi>3.1
par0 = 0.829369 +/- 0.003384, Chisq/dof = 1.725200
par1 = 0.116493 +/- 0.006269, Chisq/dof = 1.725200
par2 = 0.014229 +/- 0.002829, Chisq/dof = 1.725200

Linear fits
...........
Fit parameters for untagged data:
par0 = 0.769518 +/- 0.000718, Chisq/dof = 82.165825
par1 = 0.076944 +/- 0.000680, Chisq/dof = 82.165825
par2 = 0.000000 +/- 0.000000, Chisq/dof = 82.165825

Fit parameters for extracted b-response:
par0 = 0.733403 +/- 0.058772, Chisq/dof = 0.099261
par1 = 0.076947 +/- 0.071056, Chisq/dof = 0.099261
par2 = 0.000000 +/- 0.000000, Chisq/dof = 0.099261

Extracted b-response after energy mapping:
par0 = 0.757675 +/- 0.075501, Chisq/dof = 0.084517
par1 = 0.081110 +/- 0.072743, Chisq/dof = 0.084517
par2 = 0.000000 +/- 0.000000, Chisq/dof = 0.084517

Extracted b-response after energy mapping and scaling
par0 = 0.768621 +/- 0.075446, Chisq/dof = 0.087051
par1 = 0.082226 +/- 0.072608, Chisq/dof = 0.087051
par2 = 0.000000 +/- 0.000000, Chisq/dof = 0.087051

And here is the covariance matrix:
         1   0.863166
  0.863166          1

Untagged response after energy mapping for dPhi>3.1
par0 = 0.815229 +/- 0.001884, Chisq/dof = 6.440881
par1 = 0.085763 +/- 0.001410, Chisq/dof = 6.440881
par2 = 0.000000 +/- 0.000000, Chisq/dof = 6.440881






================================================================================
================================================================================
================================================================================
04/14/05
Repeat with different binning:
Float_t xbin_CC[nbin_CC+1]={ 15, 25, 35, 50, 70, 90, 110, 160};

No tag: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.968281 0.00616844          0          0
  0.968281          1 0.00231054          0          0
0.00616844 0.00231054          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.799269 +- 0.000940172
p1 = 0.0811792 +- 0.000691099
p2 = -1.40751e-13 +- 8.96248e-05
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 68.7189
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 1116352
Tagged number of entries = 1116352
Total number of entries in CC = 721171
Tagged number of entries in CC = 721171
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 196459
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 198722

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 15.882251   E_mean_err_CC= 0.029422
1  E_mean_CC= 20.992146   E_mean_err_CC= 0.014441
2  E_mean_CC= 29.851051   E_mean_err_CC= 0.024990
3  E_mean_CC= 43.077666   E_mean_err_CC= 0.062579
4  E_mean_CC= 60.420142   E_mean_err_CC= 0.176138
5  E_mean_CC= 77.524281   E_mean_err_CC= 0.369766
6  E_mean_CC= 102.775276   E_mean_err_CC= 0.666899


0  mean_CC= 0.655922   mean_err_CC= 0.000994   sigma_CC= 0.211960   sigma_err_CC= 0.000943
1  mean_CC= 0.672250   mean_err_CC= 0.000355   sigma_CC= 0.185121   sigma_err_CC= 0.000331
2  mean_CC= 0.700076   mean_err_CC= 0.000407   sigma_CC= 0.163710   sigma_err_CC= 0.000370
3  mean_CC= 0.730666   mean_err_CC= 0.000679   sigma_CC= 0.144229   sigma_err_CC= 0.000600
4  mean_CC= 0.759852   mean_err_CC= 0.001353   sigma_CC= 0.130479   sigma_err_CC= 0.001207
5  mean_CC= 0.782666   mean_err_CC= 0.002298   sigma_CC= 0.119417   sigma_err_CC= 0.002124
6  mean_CC= 0.814632   mean_err_CC= 0.002924   sigma_CC= 0.109917   sigma_err_CC= 0.002772
0  mean_ECN= 0.744379   mean_err_ECN= 0.000634   sigma_ECN= 0.177281   sigma_err_ECN= 0.000620
1  mean_ECN= 0.764722   mean_err_ECN= 0.000741   sigma_ECN= 0.157233   sigma_err_ECN= 0.000656
0  mean_ECS= 0.715713   mean_err_ECS= 0.000584   sigma_ECS= 0.167467   sigma_err_ECS= 0.000538
1  mean_ECS= 0.738110   mean_err_ECS= 0.000727   sigma_ECS= 0.151027   sigma_err_ECS= 0.000668



CSIP: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.940065  0.0379343          0          0
  0.940065          1  0.0455899          0          0
 0.0379343  0.0455899          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.787013 +- 0.00519564
p1 = 0.0840658 +- 0.00441093
p2 = -4.96423e-10 +- 0.00138807
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 10.7765
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 1116352
Tagged number of entries = 14579
Total number of entries in CC = 721171
Tagged number of entries in CC = 12884
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 826
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 869

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 18.044489   E_mean_err_CC= 0.293511
1  E_mean_CC= 22.885587   E_mean_err_CC= 0.127744
2  E_mean_CC= 31.416597   E_mean_err_CC= 0.179052
3  E_mean_CC= 44.190247   E_mean_err_CC= 0.380676
4  E_mean_CC= 60.602037   E_mean_err_CC= 0.894515
5  E_mean_CC= 79.020354   E_mean_err_CC= 1.753856
6  E_mean_CC= 103.251363   E_mean_err_CC= 2.578669


0  mean_CC= 0.652144   mean_err_CC= 0.009361   sigma_CC= 0.210269   sigma_err_CC= 0.008455
1  mean_CC= 0.667386   mean_err_CC= 0.003164   sigma_CC= 0.196375   sigma_err_CC= 0.003131
2  mean_CC= 0.684564   mean_err_CC= 0.002989   sigma_CC= 0.172607   sigma_err_CC= 0.002922
3  mean_CC= 0.714440   mean_err_CC= 0.004203   sigma_CC= 0.150693   sigma_err_CC= 0.004072
4  mean_CC= 0.749116   mean_err_CC= 0.007541   sigma_CC= 0.136836   sigma_err_CC= 0.007105
5  mean_CC= 0.765726   mean_err_CC= 0.010307   sigma_CC= 0.108821   sigma_err_CC= 0.008806
6  mean_CC= 0.809077   mean_err_CC= 0.009909   sigma_CC= 0.081135   sigma_err_CC= 0.007668
0  mean_ECN= 0.727143   mean_err_ECN= 0.008546   sigma_ECN= 0.157384   sigma_err_ECN= 0.007468
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.717734   mean_err_ECS= 0.008848   sigma_ECS= 0.162149   sigma_err_ECS= 0.006844
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291




CSIPmt: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.942241 -0.0029288          0          0
  0.942241          1 0.00651833          0          0
-0.0029288 0.00651833          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.771072 +- 0.0109052
p1 = 0.0828802 +- 0.00993798
p2 = -6.90225e-10 +- 0.006342
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 5.18641
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 1116352
Tagged number of entries = 2985
Total number of entries in CC = 721171
Tagged number of entries in CC = 2714
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 139
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 132

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 19.514355   E_mean_err_CC= 0.710369
1  E_mean_CC= 23.571017   E_mean_err_CC= 0.307016
2  E_mean_CC= 32.556447   E_mean_err_CC= 0.404659
3  E_mean_CC= 45.082946   E_mean_err_CC= 0.811692
4  E_mean_CC= 59.924735   E_mean_err_CC= 1.571508
5  E_mean_CC= 84.610290   E_mean_err_CC= 3.727503
6  E_mean_CC= 100.992160   E_mean_err_CC= 4.491484


0  mean_CC= 0.672141   mean_err_CC= 0.028526   sigma_CC= 0.244596   sigma_err_CC= 0.033587
1  mean_CC= 0.651405   mean_err_CC= 0.007150   sigma_CC= 0.201318   sigma_err_CC= 0.006778
2  mean_CC= 0.678627   mean_err_CC= 0.006532   sigma_CC= 0.178254   sigma_err_CC= 0.005569
3  mean_CC= 0.700931   mean_err_CC= 0.007802   sigma_CC= 0.143598   sigma_err_CC= 0.007202
4  mean_CC= 0.714183   mean_err_CC= 0.013835   sigma_CC= 0.130510   sigma_err_CC= 0.011623
5  mean_CC= 0.770932   mean_err_CC= 0.031252   sigma_CC= 0.122630   sigma_err_CC= 0.032997
6  mean_CC= 0.800539   mean_err_CC= 0.020355   sigma_CC= 0.086153   sigma_err_CC= 0.015676
0  mean_ECN= 0.728226   mean_err_ECN= 0.022047   sigma_ECN= 0.151403   sigma_err_ECN= 0.025445
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733   sigma_err_ECN= 0.038791
0  mean_ECS= 0.719878   mean_err_ECS= 0.020732   sigma_ECS= 0.140218   sigma_err_ECS= 0.023141
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857   sigma_err_ECS= 0.035125




The extracted b response is then:
Rb bin 0: R_b = 0.69384543 +/- 0.11042550
Rb bin 1: R_b = 0.63181555 +/- 0.08979564
Rb bin 2: R_b = 0.66731129 +/- 0.09367145
Rb bin 3: R_b = 0.68078240 +/- 0.09721540
Rb bin 4: R_b = 0.67127171 +/- 0.10241991
Rb bin 5: R_b = 0.77188833 +/- 0.12496561
Rb bin 6: R_b = 0.78923222 +/- 0.11726422






================================================================================
================================================================================
================================================================================
Repeat with different binning2:
Float_t xbin_CC[nbin_CC+1]={ 25, 30, 40, 50, 70, 90, 110, 160};

No tag: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1    0.96831 0.00730702          0          0
   0.96831          1  0.0202679          0          0
0.00730702  0.0202679          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.80039 +- 0.000976937
p1 = 0.0826456 +- 0.000734741
p2 = -1.18753e-11 +- 0.000117275
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 51.3366
 Data points CC,ECN,ECS  = 7,  1,  1

0  E_mean_CC= 19.490637   E_mean_err_CC= 0.017266
1  E_mean_CC= 24.724759   E_mean_err_CC= 0.019423
2  E_mean_CC= 32.508938   E_mean_err_CC= 0.036520
3  E_mean_CC= 43.077666   E_mean_err_CC= 0.062579
4  E_mean_CC= 60.420142   E_mean_err_CC= 0.176138
5  E_mean_CC= 77.524281   E_mean_err_CC= 0.369766
6  E_mean_CC= 102.775276   E_mean_err_CC= 0.666899


0  mean_CC= 0.667270   mean_err_CC= 0.000479   sigma_CC= 0.189520   sigma_err_CC= 0.000459
1  mean_CC= 0.683649   mean_err_CC= 0.000408   sigma_CC= 0.176598   sigma_err_CC= 0.000397
2  mean_CC= 0.706315   mean_err_CC= 0.000575   sigma_CC= 0.159504   sigma_err_CC= 0.000556
3  mean_CC= 0.730666   mean_err_CC= 0.000679   sigma_CC= 0.144229   sigma_err_CC= 0.000600
4  mean_CC= 0.759852   mean_err_CC= 0.001353   sigma_CC= 0.130479   sigma_err_CC= 0.001207
5  mean_CC= 0.782666   mean_err_CC= 0.002298   sigma_CC= 0.119417   sigma_err_CC= 0.002124
6  mean_CC= 0.814632   mean_err_CC= 0.002924   sigma_CC= 0.109917   sigma_err_CC= 0.002772
0  mean_ECN= 0.744379   mean_err_ECN= 0.000634   sigma_ECN= 0.177281   sigma_err_ECN= 0.000620
1  mean_ECN= 0.764722   mean_err_ECN= 0.000741   sigma_ECN= 0.157233   sigma_err_ECN= 0.000656
0  mean_ECS= 0.715713   mean_err_ECS= 0.000584   sigma_ECS= 0.167467   sigma_err_ECS= 0.000538
1  mean_ECS= 0.738110   mean_err_ECS= 0.000727   sigma_ECS= 0.151027   sigma_err_ECS= 0.000668




CSIP: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.945451  0.0122471          0          0
  0.945451          1  0.0218902          0          0
 0.0122471  0.0218902          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.786401 +- 0.00537685
p1 = 0.0834078 +- 0.00462529
p2 = -1.0406e-10 +- 0.00137124
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 13.4599
 Data points CC,ECN,ECS  = 7,  1,  1

0  E_mean_CC= 21.256115   E_mean_err_CC= 0.157939
1  E_mean_CC= 26.410275   E_mean_err_CC= 0.155350
2  E_mean_CC= 33.939698   E_mean_err_CC= 0.246977
3  E_mean_CC= 44.190247   E_mean_err_CC= 0.380676
4  E_mean_CC= 60.602037   E_mean_err_CC= 0.894515
5  E_mean_CC= 79.020354   E_mean_err_CC= 1.753856
6  E_mean_CC= 103.251363   E_mean_err_CC= 2.578669


0  mean_CC= 0.666943   mean_err_CC= 0.004142   sigma_CC= 0.201529   sigma_err_CC= 0.003567
1  mean_CC= 0.673106   mean_err_CC= 0.003123   sigma_CC= 0.182673   sigma_err_CC= 0.002895
2  mean_CC= 0.690692   mean_err_CC= 0.003780   sigma_CC= 0.164467   sigma_err_CC= 0.003651
3  mean_CC= 0.714440   mean_err_CC= 0.004203   sigma_CC= 0.150693   sigma_err_CC= 0.004072
4  mean_CC= 0.749116   mean_err_CC= 0.007541   sigma_CC= 0.136836   sigma_err_CC= 0.007105
5  mean_CC= 0.765726   mean_err_CC= 0.010307   sigma_CC= 0.108821   sigma_err_CC= 0.008806
6  mean_CC= 0.809077   mean_err_CC= 0.009909   sigma_CC= 0.081135   sigma_err_CC= 0.007668
0  mean_ECN= 0.727143   mean_err_ECN= 0.008546   sigma_ECN= 0.157384   sigma_err_ECN= 0.007468
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.717734   mean_err_ECS= 0.008848   sigma_ECS= 0.162149   sigma_err_ECS= 0.006844
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291





CSIPmt: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.941969 -0.0598161          0          0
  0.941969          1 -0.0339126          0          0
-0.0598161 -0.0339126          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.767986 +- 0.0111454
p1 = 0.0804717 +- 0.010203
p2 = -2.46923e-09 +- 0.00457835
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 5.35328
 Data points CC,ECN,ECS  = 7,  1,  1

0  E_mean_CC= 22.312732   E_mean_err_CC= 0.405265
1  E_mean_CC= 27.139995   E_mean_err_CC= 0.371641
2  E_mean_CC= 34.802224   E_mean_err_CC= 0.542052
3  E_mean_CC= 45.082946   E_mean_err_CC= 0.811692
4  E_mean_CC= 59.924735   E_mean_err_CC= 1.571508
5  E_mean_CC= 84.610290   E_mean_err_CC= 3.727503
6  E_mean_CC= 100.992160   E_mean_err_CC= 4.491484


0  mean_CC= 0.657541   mean_err_CC= 0.009706   sigma_CC= 0.197664   sigma_err_CC= 0.009190
1  mean_CC= 0.663000   mean_err_CC= 0.007318   sigma_CC= 0.192480   sigma_err_CC= 0.006598
2  mean_CC= 0.676704   mean_err_CC= 0.008523   sigma_CC= 0.173444   sigma_err_CC= 0.007157
3  mean_CC= 0.700931   mean_err_CC= 0.007802   sigma_CC= 0.143598   sigma_err_CC= 0.007202
4  mean_CC= 0.714183   mean_err_CC= 0.013835   sigma_CC= 0.130510   sigma_err_CC= 0.011623
5  mean_CC= 0.770932   mean_err_CC= 0.031252   sigma_CC= 0.122630   sigma_err_CC= 0.032997
6  mean_CC= 0.800539   mean_err_CC= 0.020355   sigma_CC= 0.086153   sigma_err_CC= 0.015676
0  mean_ECN= 0.728226   mean_err_ECN= 0.022047   sigma_ECN= 0.151403   sigma_err_ECN= 0.025445
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733   sigma_err_ECN= 0.038791
0  mean_ECS= 0.719878   mean_err_ECS= 0.020732   sigma_ECS= 0.140218   sigma_err_ECS= 0.023141
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857   sigma_err_ECS= 0.035125







================================================================================
================================================================================
================================================================================
04/23/2005
Response in MC
dPhi>3.1




gamma+jets
----------
And here is the covariance matrix:
         1  0.0104879  -0.175389          0          0
 0.0104879          1   0.845748          0          0
 -0.175389   0.845748          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.848158 +- 0.00153955
p1 = 0.0636697 +- 0.00693146
p2 = -0.00768584 +- 0.00582808
p3 = 0.92 +- 0.428323
p4 = 0.94 +- 0.569898
 With chi2 = 5.71146

Total number of entries = 27641
Tagged number of entries = 27641
Total number of entries in CC = 25607
Tagged number of entries in CC = 25607
Total number of entries in ECN = 1001
Tagged number of entries in ECN = 1001
Total number of entries in ECS = 1033
Tagged number of entries in ECS = 1033

0  E_mean_CC= 19.379727   E_mean_err_CC= 0.280018
1  E_mean_CC= 25.580323   E_mean_err_CC= 0.344689
2  E_mean_CC= 33.439974   E_mean_err_CC= 0.589416
3  E_mean_CC= 47.607738   E_mean_err_CC= 1.274937
4  E_mean_CC= 71.063987   E_mean_err_CC= 0.410692
5  E_mean_CC= 81.168583   E_mean_err_CC= 0.393421
6  E_mean_CC= 119.243655   E_mean_err_CC= 0.678104


0  mean_CC= 0.724774   mean_err_CC= 0.010622   sigma_CC= 0.160694   sigma_err_CC= 0.010897
1  mean_CC= 0.746353   mean_err_CC= 0.009475   sigma_CC= 0.148324   sigma_err_CC= 0.009911
2  mean_CC= 0.769986   mean_err_CC= 0.012976   sigma_CC= 0.135096   sigma_err_CC= 0.012260
3  mean_CC= 0.787319   mean_err_CC= 0.008343   sigma_CC= 0.088506   sigma_err_CC= 0.006936
4  mean_CC= 0.832269   mean_err_CC= 0.003732   sigma_CC= 0.088155   sigma_err_CC= 0.003487
5  mean_CC= 0.831632   mean_err_CC= 0.002728   sigma_CC= 0.082732   sigma_err_CC= 0.002513
6  mean_CC= 0.859243   mean_err_CC= 0.002078   sigma_CC= 0.071676   sigma_err_CC= 0.002038
0  mean_ECN= 0.807717   mean_err_ECN= 0.008974   sigma_ECN= 0.129374   sigma_err_ECN= 0.009013
1  mean_ECN= 0.805823   mean_err_ECN= 0.011722   sigma_ECN= 0.104624   sigma_err_ECN= 0.010983
0  mean_ECS= 0.790556   mean_err_ECS= 0.008184   sigma_ECS= 0.120663   sigma_err_ECS= 0.006660
1  mean_ECS= 0.801055   mean_err_ECS= 0.012929   sigma_ECS= 0.110801   sigma_err_ECS= 0.011922



gamma+b
-------
And here is the covariance matrix:
         1   0.711928   0.520041          0          0
  0.711928          1    0.93301          0          0
  0.520041    0.93301          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.808246 +- 0.00235997
p1 = 0.0602562 +- 0.00851144
p2 = -0.0284929 +- 0.0060053
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 11.1398

0  E_mean_CC= 17.709270   E_mean_err_CC= 0.287553
1  E_mean_CC= 25.683980   E_mean_err_CC= 0.345186
2  E_mean_CC= 31.596647   E_mean_err_CC= 0.229118
3  E_mean_CC= 39.577627   E_mean_err_CC= 0.307737
4  E_mean_CC= 64.178718   E_mean_err_CC= 0.339885
5  E_mean_CC= 72.685747   E_mean_err_CC= 0.323477
6  E_mean_CC= 105.054022   E_mean_err_CC= 0.702530


0  mean_CC= 0.616743   mean_err_CC= 0.009243   sigma_CC= 0.178773   sigma_err_CC= 0.008477
1  mean_CC= 0.685487   mean_err_CC= 0.007076   sigma_CC= 0.166931   sigma_err_CC= 0.006356
2  mean_CC= 0.701237   mean_err_CC= 0.004465   sigma_CC= 0.152809   sigma_err_CC= 0.004421
3  mean_CC= 0.718918   mean_err_CC= 0.003963   sigma_CC= 0.137129   sigma_err_CC= 0.003872
4  mean_CC= 0.780872   mean_err_CC= 0.002893   sigma_CC= 0.116381   sigma_err_CC= 0.002682
5  mean_CC= 0.785384   mean_err_CC= 0.002586   sigma_CC= 0.103498   sigma_err_CC= 0.002254
6  mean_CC= 0.810016   mean_err_CC= 0.002897   sigma_CC= 0.106152   sigma_err_CC= 0.002690
0  mean_ECN= 0.733486   mean_err_ECN= 0.014168   sigma_ECN= 0.138635   sigma_err_ECN= 0.010937
1  mean_ECN= 0.758587   mean_err_ECN= 0.016738   sigma_ECN= 0.144329   sigma_err_ECN= 0.017825
0  mean_ECS= 0.752584   mean_err_ECS= 0.010314   sigma_ECS= 0.164026   sigma_err_ECS= 0.010103
1  mean_ECS= 0.773334   mean_err_ECS= 0.009334   sigma_ECS= 0.124054   sigma_err_ECS= 0.009721


gamma+c
-------
nd here is the covariance matrix:
         1   0.626704    0.45008          0          0
  0.626704          1   0.919138          0          0
   0.45008   0.919138          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.844244 +- 0.00140315
p1 = 0.0533731 +- 0.00629785
p2 = -0.0215778 +- 0.00452624
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 7.4416
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 30361
Tagged number of entries = 30361
Total number of entries in CC = 28331
Tagged number of entries in CC = 28331
Total number of entries in ECN = 626
Tagged number of entries in ECN = 626
Total number of entries in ECS = 1404
Tagged number of entries in ECS = 1404

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 18.882267   E_mean_err_CC= 0.200125
1  E_mean_CC= 25.259788   E_mean_err_CC= 0.300404
2  E_mean_CC= 33.634562   E_mean_err_CC= 0.256262
3  E_mean_CC= 44.197869   E_mean_err_CC= 0.446876
4  E_mean_CC= 69.795434   E_mean_err_CC= 0.268731
5  E_mean_CC= 78.725246   E_mean_err_CC= 0.261689
6  E_mean_CC= 107.921223   E_mean_err_CC= 0.568173


0  mean_CC= 0.699910   mean_err_CC= 0.006285   sigma_CC= 0.150854   sigma_err_CC= 0.005663
1  mean_CC= 0.729208   mean_err_CC= 0.006269   sigma_CC= 0.149158   sigma_err_CC= 0.005633
2  mean_CC= 0.758017   mean_err_CC= 0.004578   sigma_CC= 0.129459   sigma_err_CC= 0.004026
3  mean_CC= 0.778114   mean_err_CC= 0.004747   sigma_CC= 0.118782   sigma_err_CC= 0.004597
4  mean_CC= 0.826163   mean_err_CC= 0.002146   sigma_CC= 0.097366   sigma_err_CC= 0.001863
5  mean_CC= 0.829498   mean_err_CC= 0.001667   sigma_CC= 0.086730   sigma_err_CC= 0.001390
6  mean_CC= 0.847479   mean_err_CC= 0.001889   sigma_CC= 0.081220   sigma_err_CC= 0.001540
0  mean_ECN= 0.762681   mean_err_ECN= 0.011184   sigma_ECN= 0.137452   sigma_err_ECN= 0.009406
1  mean_ECN= 0.794840   mean_err_ECN= 0.011214   sigma_ECN= 0.092332   sigma_err_ECN= 0.009593
0  mean_ECS= 0.787553   mean_err_ECS= 0.006779   sigma_ECS= 0.125171   sigma_err_ECS= 0.005700
1  mean_ECS= 0.808415   mean_err_ECS= 0.006858   sigma_ECS= 0.100539   sigma_err_ECS= 0.005753



-------------------------------------------------------------------------------------------------





gamma+jets + with mu-veto
-------------------------
And here is the covariance matrix:
         1 -0.00146729  -0.185145          0          0
-0.00146729          1   0.845498          0          0
 -0.185145   0.845498          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.84853 +- 0.00153819
p1 = 0.0640269 +- 0.00692256
p2 = -0.0076458 +- 0.00582715
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 5.47949
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 27111
Tagged number of entries = 27111
Total number of entries in CC = 25079
Tagged number of entries in CC = 25079
Total number of entries in ECN = 999
Tagged number of entries in ECN = 999
Total number of entries in ECS = 1033
Tagged number of entries in ECS = 1033

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 19.379727   E_mean_err_CC= 0.280018
1  E_mean_CC= 25.580323   E_mean_err_CC= 0.344689
2  E_mean_CC= 33.422068   E_mean_err_CC= 0.593126
3  E_mean_CC= 47.607738   E_mean_err_CC= 1.274937
4  E_mean_CC= 71.073486   E_mean_err_CC= 0.412618
5  E_mean_CC= 81.260317   E_mean_err_CC= 0.393084
6  E_mean_CC= 119.359408   E_mean_err_CC= 0.680318


0  mean_CC= 0.724774   mean_err_CC= 0.010622   sigma_CC= 0.160694   sigma_err_CC= 0.010897
1  mean_CC= 0.746353   mean_err_CC= 0.009475   sigma_CC= 0.148324   sigma_err_CC= 0.009911
2  mean_CC= 0.769771   mean_err_CC= 0.013124   sigma_CC= 0.135860   sigma_err_CC= 0.012405
3  mean_CC= 0.787319   mean_err_CC= 0.008343   sigma_CC= 0.088506   sigma_err_CC= 0.006936
4  mean_CC= 0.832436   mean_err_CC= 0.003763   sigma_CC= 0.088202   sigma_err_CC= 0.003497
5  mean_CC= 0.832162   mean_err_CC= 0.002731   sigma_CC= 0.082588   sigma_err_CC= 0.002519
6  mean_CC= 0.859717   mean_err_CC= 0.002069   sigma_CC= 0.071235   sigma_err_CC= 0.002006
0  mean_ECN= 0.807717   mean_err_ECN= 0.008974   sigma_ECN= 0.129374   sigma_err_ECN= 0.009013
1  mean_ECN= 0.805823   mean_err_ECN= 0.011722   sigma_ECN= 0.104624   sigma_err_ECN= 0.010983
0  mean_ECS= 0.790556   mean_err_ECS= 0.008184   sigma_ECS= 0.120663   sigma_err_ECS= 0.006660
1  mean_ECS= 0.801055   mean_err_ECS= 0.012929   sigma_ECS= 0.110801   sigma_err_ECS= 0.011922



gamma+b + with mu-veto
-------------------------
And here is the covariance matrix:
         1   0.651555   0.451567          0          0
  0.651555          1   0.929134          0          0
  0.451567   0.929134          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.818753 +- 0.00197034
p1 = 0.0611086 +- 0.00750252
p2 = -0.0290343 +- 0.00560151
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 16.8333

Total number of entries = 25071
Tagged number of entries = 25071
Total number of entries in CC = 23436
Tagged number of entries in CC = 23436
Total number of entries in ECN = 424
Tagged number of entries in ECN = 424
Total number of entries in ECS = 1211
Tagged number of entries in ECS = 1211

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 17.965724   E_mean_err_CC= 0.293076
1  E_mean_CC= 26.030043   E_mean_err_CC= 0.353500
2  E_mean_CC= 32.423812   E_mean_err_CC= 0.231287
3  E_mean_CC= 40.376265   E_mean_err_CC= 0.308987
4  E_mean_CC= 65.978103   E_mean_err_CC= 0.338379
5  E_mean_CC= 74.809693   E_mean_err_CC= 0.313384
6  E_mean_CC= 108.053330   E_mean_err_CC= 0.733330


0  mean_CC= 0.621348   mean_err_CC= 0.009593   sigma_CC= 0.177797   sigma_err_CC= 0.009824
1  mean_CC= 0.696400   mean_err_CC= 0.006690   sigma_CC= 0.160310   sigma_err_CC= 0.005861
2  mean_CC= 0.716254   mean_err_CC= 0.004248   sigma_CC= 0.139992   sigma_err_CC= 0.004064
3  mean_CC= 0.728921   mean_err_CC= 0.003779   sigma_CC= 0.129887   sigma_err_CC= 0.003634
4  mean_CC= 0.793649   mean_err_CC= 0.002672   sigma_CC= 0.106677   sigma_err_CC= 0.002370
5  mean_CC= 0.796983   mean_err_CC= 0.002267   sigma_CC= 0.096893   sigma_err_CC= 0.002253
6  mean_CC= 0.822802   mean_err_CC= 0.002557   sigma_CC= 0.096678   sigma_err_CC= 0.002369
0  mean_ECN= 0.736402   mean_err_ECN= 0.014122   sigma_ECN= 0.137792   sigma_err_ECN= 0.011151
1  mean_ECN= 0.766220   mean_err_ECN= 0.015109   sigma_ECN= 0.129523   sigma_err_ECN= 0.015693
0  mean_ECS= 0.758499   mean_err_ECS= 0.010287   sigma_ECS= 0.159204   sigma_err_ECS= 0.009323
1  mean_ECS= 0.779183   mean_err_ECS= 0.008304   sigma_ECS= 0.117060   sigma_err_ECS= 0.008263



gamma+c + with mu-veto
-------------------------
And here is the covariance matrix:
         1    0.56014   0.373877          0          0
   0.56014          1   0.913141          0          0
  0.373877   0.913141          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.847189 +- 0.00134853
p1 = 0.051128 +- 0.00624227
p2 = -0.024156 +- 0.00456878
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 8.81632
 
Total number of entries = 28867
Tagged number of entries = 28867
Total number of entries in CC = 26850
Tagged number of entries in CC = 26850
Total number of entries in ECN = 621
Tagged number of entries in ECN = 621
Total number of entries in ECS = 1396
Tagged number of entries in ECS = 1396

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 18.932312   E_mean_err_CC= 0.200906
1  E_mean_CC= 25.319888   E_mean_err_CC= 0.303882
2  E_mean_CC= 34.073197   E_mean_err_CC= 0.253338
3  E_mean_CC= 44.514244   E_mean_err_CC= 0.451496
4  E_mean_CC= 70.560418   E_mean_err_CC= 0.262737
5  E_mean_CC= 79.776643   E_mean_err_CC= 0.249605
6  E_mean_CC= 108.915739   E_mean_err_CC= 0.569830


0  mean_CC= 0.700351   mean_err_CC= 0.006513   sigma_CC= 0.150251   sigma_err_CC= 0.006305
1  mean_CC= 0.730956   mean_err_CC= 0.006330   sigma_CC= 0.149186   sigma_err_CC= 0.005732
2  mean_CC= 0.761587   mean_err_CC= 0.005004   sigma_CC= 0.125680   sigma_err_CC= 0.005199
3  mean_CC= 0.780053   mean_err_CC= 0.004737   sigma_CC= 0.117645   sigma_err_CC= 0.004549
4  mean_CC= 0.830415   mean_err_CC= 0.002213   sigma_CC= 0.093830   sigma_err_CC= 0.001996
5  mean_CC= 0.834049   mean_err_CC= 0.001739   sigma_CC= 0.083542   sigma_err_CC= 0.001640
6  mean_CC= 0.850500   mean_err_CC= 0.001826   sigma_CC= 0.078977   sigma_err_CC= 0.001458
0  mean_ECN= 0.762775   mean_err_ECN= 0.011300   sigma_ECN= 0.138032   sigma_err_ECN= 0.009486
1  mean_ECN= 0.794840   mean_err_ECN= 0.011214   sigma_ECN= 0.092332   sigma_err_ECN= 0.009593
0  mean_ECS= 0.787553   mean_err_ECS= 0.006779   sigma_ECS= 0.125171   sigma_err_ECS= 0.005700
1  mean_ECS= 0.811580   mean_err_ECS= 0.008039   sigma_ECS= 0.104944   sigma_err_ECS= 0.008236



DATA
++++
No tag: (dPhi>3.1 )
-------------------
And here is the covariance matrix:
         1   0.960831 -0.0132155          0          0
  0.960831          1 -0.00595674          0          0
-0.0132155 -0.00595674          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.812566 +- 0.00182502
p1 = 0.084953 +- 0.00142184
p2 = -5.57559e-13 +- 0.000279562
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 33.3059

Total number of entries = 247382
Tagged number of entries = 247382
Total number of entries in CC = 159770
Tagged number of entries in CC = 159770
Total number of entries in ECN = 43314
Tagged number of entries in ECN = 43314
Total number of entries in ECS = 44298
Tagged number of entries in ECS = 44298

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 19.850229   E_mean_err_CC= 0.036653
1  E_mean_CC= 25.322185   E_mean_err_CC= 0.040087
2  E_mean_CC= 33.409454   E_mean_err_CC= 0.073083
3  E_mean_CC= 44.756680   E_mean_err_CC= 0.119651
4  E_mean_CC= 63.133735   E_mean_err_CC= 0.309480
5  E_mean_CC= 80.882479   E_mean_err_CC= 0.619287
6  E_mean_CC= 106.549503   E_mean_err_CC= 1.040334


0  mean_CC= 0.678907   mean_err_CC= 0.001018   sigma_CC= 0.191775   sigma_err_CC= 0.000938
1  mean_CC= 0.693675   mean_err_CC= 0.000867   sigma_CC= 0.176388   sigma_err_CC= 0.000840
2  mean_CC= 0.717012   mean_err_CC= 0.001186   sigma_CC= 0.159769   sigma_err_CC= 0.001141
3  mean_CC= 0.744006   mean_err_CC= 0.001412   sigma_CC= 0.144806   sigma_err_CC= 0.001368
4  mean_CC= 0.777341   mean_err_CC= 0.002676   sigma_CC= 0.129133   sigma_err_CC= 0.002587
5  mean_CC= 0.797254   mean_err_CC= 0.004125   sigma_CC= 0.118719   sigma_err_CC= 0.003583
6  mean_CC= 0.831193   mean_err_CC= 0.005048   sigma_CC= 0.110446   sigma_err_CC= 0.004845
0  mean_ECN= 0.756550   mean_err_ECN= 0.001348   sigma_ECN= 0.176487   sigma_err_ECN= 0.001310
1  mean_ECN= 0.777602   mean_err_ECN= 0.001574   sigma_ECN= 0.155742   sigma_err_ECN= 0.001480
0  mean_ECS= 0.725108   mean_err_ECS= 0.001232   sigma_ECS= 0.167535   sigma_err_ECS= 0.001168
1  mean_ECS= 0.751774   mean_err_ECS= 0.001538   sigma_ECS= 0.148403   sigma_err_ECS= 0.001504


No tag: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.966339  0.0167524          0          0
  0.966339          1  0.0249149          0          0
 0.0167524  0.0249149          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.801262 +- 0.000967098
p1 = 0.0828841 +- 0.000729636
p2 = -5.31208e-12 +- 0.000117861
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 52.3965

Total number of entries = 1112081
Tagged number of entries = 1112081
Total number of entries in CC = 717346
Tagged number of entries in CC = 717346
Total number of entries in ECN = 196226
Tagged number of entries in ECN = 196226
Total number of entries in ECS = 198509
Tagged number of entries in ECS = 198509

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 19.502099   E_mean_err_CC= 0.017294
1  E_mean_CC= 24.744434   E_mean_err_CC= 0.019463
2  E_mean_CC= 32.547076   E_mean_err_CC= 0.036600
3  E_mean_CC= 43.126679   E_mean_err_CC= 0.062744
4  E_mean_CC= 60.548851   E_mean_err_CC= 0.176868
5  E_mean_CC= 77.612541   E_mean_err_CC= 0.370969
6  E_mean_CC= 102.969698   E_mean_err_CC= 0.671411


0  mean_CC= 0.667814   mean_err_CC= 0.000479   sigma_CC= 0.189242   sigma_err_CC= 0.000458
1  mean_CC= 0.684248   mean_err_CC= 0.000408   sigma_CC= 0.176291   sigma_err_CC= 0.000397
2  mean_CC= 0.707020   mean_err_CC= 0.000574   sigma_CC= 0.159081   sigma_err_CC= 0.000554
3  mean_CC= 0.731392   mean_err_CC= 0.000679   sigma_CC= 0.143810   sigma_err_CC= 0.000598
4  mean_CC= 0.760906   mean_err_CC= 0.001354   sigma_CC= 0.130046   sigma_err_CC= 0.001202
5  mean_CC= 0.783298   mean_err_CC= 0.002312   sigma_CC= 0.119469   sigma_err_CC= 0.002137
6  mean_CC= 0.815929   mean_err_CC= 0.002909   sigma_CC= 0.109011   sigma_err_CC= 0.002740
0  mean_ECN= 0.744540   mean_err_ECN= 0.000634   sigma_ECN= 0.177212   sigma_err_ECN= 0.000619
1  mean_ECN= 0.764788   mean_err_ECN= 0.000740   sigma_ECN= 0.157197   sigma_err_ECN= 0.000656
0  mean_ECS= 0.715866   mean_err_ECS= 0.000584   sigma_ECS= 0.167403   sigma_err_ECS= 0.000537
1  mean_ECS= 0.738191   mean_err_ECS= 0.000727   sigma_ECS= 0.150988   sigma_err_ECS= 0.000668



CSIP: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1    0.93361  0.0434803          0          0
   0.93361          1  0.0558602          0          0
 0.0434803  0.0558602          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.789816 +- 0.00491289
p1 = 0.083539 +- 0.00427643
p2 = -8.21471e-12 +- 0.00186488
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 7.82423
Total number of entries = 1112081
Tagged number of entries = 14129
Total number of entries in CC = 717346
Tagged number of entries in CC = 12455
Total number of entries in ECN = 196226
Tagged number of entries in ECN = 815
Total number of entries in ECS = 198509
Tagged number of entries in ECS = 859

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 21.351089   E_mean_err_CC= 0.159530
1  E_mean_CC= 26.632851   E_mean_err_CC= 0.157427
2  E_mean_CC= 34.301801   E_mean_err_CC= 0.249320
3  E_mean_CC= 44.590981   E_mean_err_CC= 0.387465
4  E_mean_CC= 61.376571   E_mean_err_CC= 0.899745
5  E_mean_CC= 79.779795   E_mean_err_CC= 1.760554
6  E_mean_CC= 103.594416   E_mean_err_CC= 2.652217


0  mean_CC= 0.667428   mean_err_CC= 0.004416   sigma_CC= 0.204266   sigma_err_CC= 0.004115
1  mean_CC= 0.678941   mean_err_CC= 0.003119   sigma_CC= 0.179715   sigma_err_CC= 0.002838
2  mean_CC= 0.695750   mean_err_CC= 0.003745   sigma_CC= 0.161395   sigma_err_CC= 0.003545
3  mean_CC= 0.719327   mean_err_CC= 0.004158   sigma_CC= 0.147842   sigma_err_CC= 0.004006
4  mean_CC= 0.753499   mean_err_CC= 0.007357   sigma_CC= 0.133591   sigma_err_CC= 0.006825
5  mean_CC= 0.765813   mean_err_CC= 0.010437   sigma_CC= 0.108749   sigma_err_CC= 0.008986
6  mean_CC= 0.809601   mean_err_CC= 0.009925   sigma_CC= 0.081130   sigma_err_CC= 0.007703
0  mean_ECN= 0.730200   mean_err_ECN= 0.008500   sigma_ECN= 0.156047   sigma_err_ECN= 0.007370
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.718950   mean_err_ECS= 0.008949   sigma_ECS= 0.162621   sigma_err_ECS= 0.006957
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291




CSIPmt: (dPhi>2.9 )
-------------------
And here is the covariance matrix:
         1   0.933064  -0.012819          0          0
  0.933064          1 0.00370641          0          0
 -0.012819 0.00370641          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.77586 +- 0.010762
p1 = 0.0802893 +- 0.0100241
p2 = -1.58562e-09 +- 0.00549396
p3 = 1.01714 +- 0.572413
p4 = 0.94 +- 0.555029
 With chi2 = 4.33373

Total number of entries = 1112081
Tagged number of entries = 2819
Total number of entries in CC = 717346
Tagged number of entries in CC = 2555
Total number of entries in ECN = 196226
Tagged number of entries in ECN = 135
Total number of entries in ECS = 198509
Tagged number of entries in ECS = 129

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 22.712075   E_mean_err_CC= 0.412146
1  E_mean_CC= 27.585110   E_mean_err_CC= 0.378833
2  E_mean_CC= 35.490798   E_mean_err_CC= 0.551631
3  E_mean_CC= 45.758685   E_mean_err_CC= 0.830640
4  E_mean_CC= 61.110647   E_mean_err_CC= 1.622068
5  E_mean_CC= 86.793009   E_mean_err_CC= 3.756564
6  E_mean_CC= 101.717285   E_mean_err_CC= 4.776800


0  mean_CC= 0.663156   mean_err_CC= 0.010200   sigma_CC= 0.199384   sigma_err_CC= 0.009662
1  mean_CC= 0.676414   mean_err_CC= 0.007308   sigma_CC= 0.189469   sigma_err_CC= 0.006636
2  mean_CC= 0.685390   mean_err_CC= 0.008794   sigma_CC= 0.172283   sigma_err_CC= 0.008165
3  mean_CC= 0.707058   mean_err_CC= 0.008109   sigma_CC= 0.140921   sigma_err_CC= 0.007696
4  mean_CC= 0.728108   mean_err_CC= 0.014448   sigma_CC= 0.122696   sigma_err_CC= 0.012758
5  mean_CC= 0.782838   mean_err_CC= 0.023546   sigma_CC= 0.109391   sigma_err_CC= 0.025475
6  mean_CC= 0.802887   mean_err_CC= 0.021053   sigma_CC= 0.083040   sigma_err_CC= 0.016287
0  mean_ECN= 0.731669   mean_err_ECN= 0.020317   sigma_ECN= 0.146542   sigma_err_ECN= 0.021770
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733   sigma_err_ECN= 0.038791
0  mean_ECS= 0.674227   mean_err_ECS= 0.029609   sigma_ECS= 0.182583   sigma_err_ECS= 0.026368
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857   sigma_err_ECS= 0.035125








================================================================================
================================================================================
================================================================================
05/02/2005

compare number of selected event (CSIP tagged) with dPhi>3.1, dPhi>2.9
and no dPhi cut and |eta|<2.5 [for gamma+HF cross section study]

dPhi>3.1:
--------
And here is the covariance matrix:
         1   0.954486  0.0238087          0          0
  0.954486          1  0.0357658          0          0
 0.0238087  0.0357658          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.783828 +- 0.0123871
p1 = 0.0723129 +- 0.0105077
p2 = -9.51942e-11 +- 0.023571
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 0.5063
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 248399
Tagged number of entries = 3266
Total number of entries in CC = 160679
Tagged number of entries in CC = 2888
Total number of entries in ECN = 43369
Tagged number of entries in ECN = 189
Total number of entries in ECS = 44351
Tagged number of entries in ECS = 189

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 21.129929   E_mean_err_CC= 0.333270
1  E_mean_CC= 26.843614   E_mean_err_CC= 0.323167
2  E_mean_CC= 34.206625   E_mean_err_CC= 0.529148
3  E_mean_CC= 45.026876   E_mean_err_CC= 0.660459
4  E_mean_CC= 62.507929   E_mean_err_CC= 1.458469
5  E_mean_CC= 86.279094   E_mean_err_CC= 3.417314
6  E_mean_CC= 103.368719   E_mean_err_CC= 3.978712


0  mean_CC= 0.673940   mean_err_CC= 0.008670   sigma_CC= 0.189115   sigma_err_CC= 0.007020
1  mean_CC= 0.688249   mean_err_CC= 0.006553   sigma_CC= 0.185156   sigma_err_CC= 0.005972
2  mean_CC= 0.704595   mean_err_CC= 0.008091   sigma_CC= 0.157124   sigma_err_CC= 0.008501
3  mean_CC= 0.724511   mean_err_CC= 0.007940   sigma_CC= 0.146754   sigma_err_CC= 0.007539
4  mean_CC= 0.756987   mean_err_CC= 0.018644   sigma_CC= 0.149284   sigma_err_CC= 0.021894
5  mean_CC= 0.775571   mean_err_CC= 0.022628   sigma_CC= 0.123235   sigma_err_CC= 0.022421
6  mean_CC= 0.838006   mean_err_CC= 0.123801   sigma_CC= 0.174696   sigma_err_CC= 0.132429
0  mean_ECN= 0.728034   mean_err_ECN= 0.022113   sigma_ECN= 0.160362   sigma_err_ECN= 0.019507
1  mean_ECN= 0.698862   mean_err_ECN= 0.022520   sigma_ECN= 0.142192   sigma_err_ECN= 0.021602
0  mean_ECS= 0.694634   mean_err_ECS= 0.015800   sigma_ECS= 0.138195   sigma_err_ECS= 0.015699
1  mean_ECS= 0.751596   mean_err_ECS= 0.026404   sigma_ECS= 0.174085   sigma_err_ECS= 0.025989

sum_eff_b_CC = 0   num_CC = 2888
sum_eff_b_ECN = 0   num_ECN = 189
sum_eff_b_ECS = 0   num_ECS = 189


dPhi>3.1:
--------
And here is the covariance matrix:
         1   0.945451  0.0122471          0          0
  0.945451          1  0.0218902          0          0
 0.0122471  0.0218902          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.786401 +- 0.00537685
p1 = 0.0834078 +- 0.00462529
p2 = -1.0406e-10 +- 0.00137124
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 13.4599
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 1116352
Tagged number of entries = 14579
Total number of entries in CC = 721171
Tagged number of entries in CC = 12884
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 826
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 869

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 21.256115   E_mean_err_CC= 0.157939
1  E_mean_CC= 26.410275   E_mean_err_CC= 0.155350
2  E_mean_CC= 33.939698   E_mean_err_CC= 0.246977
3  E_mean_CC= 44.190247   E_mean_err_CC= 0.380676
4  E_mean_CC= 60.602037   E_mean_err_CC= 0.894515
5  E_mean_CC= 79.020354   E_mean_err_CC= 1.753856
6  E_mean_CC= 103.251363   E_mean_err_CC= 2.578669


0  mean_CC= 0.666943   mean_err_CC= 0.004142   sigma_CC= 0.201529   sigma_err_CC= 0.003567
1  mean_CC= 0.673106   mean_err_CC= 0.003123   sigma_CC= 0.182673   sigma_err_CC= 0.002895
2  mean_CC= 0.690692   mean_err_CC= 0.003780   sigma_CC= 0.164467   sigma_err_CC= 0.003651
3  mean_CC= 0.714440   mean_err_CC= 0.004203   sigma_CC= 0.150693   sigma_err_CC= 0.004072
4  mean_CC= 0.749116   mean_err_CC= 0.007541   sigma_CC= 0.136836   sigma_err_CC= 0.007105
5  mean_CC= 0.765726   mean_err_CC= 0.010307   sigma_CC= 0.108821   sigma_err_CC= 0.008806
6  mean_CC= 0.809077   mean_err_CC= 0.009909   sigma_CC= 0.081135   sigma_err_CC= 0.007668
0  mean_ECN= 0.727143   mean_err_ECN= 0.008546   sigma_ECN= 0.157384   sigma_err_ECN= 0.007468
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.717734   mean_err_ECS= 0.008848   sigma_ECS= 0.162149   sigma_err_ECS= 0.006844
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291

sum_eff_b_CC = 0   num_CC = 12884
sum_eff_b_ECN = 0   num_ECN = 826
sum_eff_b_ECS = 0   num_ECS = 869


no dPhi cut, |eta|<2.5:
----------------------

And here is the covariance matrix:
         1   0.953269 0.00560193          0          0
  0.953269          1  0.0195923          0          0
0.00560193  0.0195923          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.785102 +- 0.00456639
p1 = 0.0910911 +- 0.00383496
p2 = -4.53809e-11 +- 0.00112762
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 13.5294

Total number of entries = 4624434
Tagged number of entries = 62902
Total number of entries in CC = 1257621
Tagged number of entries in CC = 21656
Total number of entries in ECN = 354507
Tagged number of entries in ECN = 1381
Total number of entries in ECS = 357758
Tagged number of entries in ECS = 1458

NCC, NECN, NECS = 0  0  0

0  E_mean_CC= 21.239292   E_mean_err_CC= 0.126592
1  E_mean_CC= 26.567203   E_mean_err_CC= 0.134246
2  E_mean_CC= 33.171081   E_mean_err_CC= 0.209355
3  E_mean_CC= 43.763981   E_mean_err_CC= 0.329567
4  E_mean_CC= 59.283609   E_mean_err_CC= 0.824711
5  E_mean_CC= 76.788189   E_mean_err_CC= 1.579941
6  E_mean_CC= 102.513886   E_mean_err_CC= 2.536158


0  mean_CC= 0.651087   mean_err_CC= 0.003158   sigma_CC= 0.200518   sigma_err_CC= 0.002992
1  mean_CC= 0.662971   mean_err_CC= 0.002405   sigma_CC= 0.183717   sigma_err_CC= 0.002277
2  mean_CC= 0.678966   mean_err_CC= 0.003008   sigma_CC= 0.164689   sigma_err_CC= 0.002925
3  mean_CC= 0.707947   mean_err_CC= 0.003361   sigma_CC= 0.148033   sigma_err_CC= 0.003186
4  mean_CC= 0.740491   mean_err_CC= 0.006260   sigma_CC= 0.129609   sigma_err_CC= 0.006121
5  mean_CC= 0.761777   mean_err_CC= 0.008907   sigma_CC= 0.108751   sigma_err_CC= 0.007956
6  mean_CC= 0.805208   mean_err_CC= 0.008836   sigma_CC= 0.082024   sigma_err_CC= 0.005890
0  mean_ECN= 0.711804   mean_err_ECN= 0.006538   sigma_ECN= 0.164168   sigma_err_ECN= 0.005743
1  mean_ECN= 0.742665   mean_err_ECN= 0.008841   sigma_ECN= 0.164316   sigma_err_ECN= 0.007673
0  mean_ECS= 0.696712   mean_err_ECS= 0.007217   sigma_ECS= 0.171570   sigma_err_ECS= 0.006715
1  mean_ECS= 0.733798   mean_err_ECS= 0.009543   sigma_ECS= 0.175502   sigma_err_ECS= 0.009460

sum_eff_b_CC = 0   num_CC = 21656
sum_eff_b_ECN = 0   num_ECN = 1381
sum_eff_b_ECS = 0   num_ECS = 1458




--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
05/03/05

dPhi>2.9

gam+b, untagged, no weights, no Sumw2
......................................
and here is the covariance matrix:
         1   0.723252   0.535432          0          0
  0.723252          1   0.939485          0          0
  0.535432   0.939485          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.802436 +- 0.00140465
p1 = 0.0651996 +- 0.00461102
p2 = -0.0219658 +- 0.00305833
p3 = 1.07584 +- 0.577369
p4 = 0.94 +- 0.555029
 With chi2 = 50.3005
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 80493
Tagged number of entries = 80493
Total number of entries in CC = 73225
Tagged number of entries in CC = 73225
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2057
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5211

NCC, NECN, NECS = 0  0  0

EC same sign = 921
EC oppo sign = 24

0  E_mean_CC= 17.345911   E_mean_err_CC= 0.136099
1  E_mean_CC= 25.262307   E_mean_err_CC= 0.178720
2  E_mean_CC= 31.624278   E_mean_err_CC= 0.119426
3  E_mean_CC= 39.625365   E_mean_err_CC= 0.181430
4  E_mean_CC= 63.936520   E_mean_err_CC= 0.213044
5  E_mean_CC= 71.779321   E_mean_err_CC= 0.207897
6  E_mean_CC= 104.998404   E_mean_err_CC= 0.462756


0  mean_CC= 0.626310   mean_err_CC= 0.004103   sigma_CC= 0.174711   sigma_err_CC= 0.004110
1  mean_CC= 0.673990   mean_err_CC= 0.003358   sigma_CC= 0.173896   sigma_err_CC= 0.003037
2  mean_CC= 0.697893   mean_err_CC= 0.002173   sigma_CC= 0.147448   sigma_err_CC= 0.002132
3  mean_CC= 0.714054   mean_err_CC= 0.002026   sigma_CC= 0.134387   sigma_err_CC= 0.001966
4  mean_CC= 0.777476   mean_err_CC= 0.001732   sigma_CC= 0.118441   sigma_err_CC= 0.001608
5  mean_CC= 0.777825   mean_err_CC= 0.001554   sigma_CC= 0.107741   sigma_err_CC= 0.001335
6  mean_CC= 0.802926   mean_err_CC= 0.001725   sigma_CC= 0.109904   sigma_err_CC= 0.001589
0  mean_ECN= 0.714914   mean_err_ECN= 0.006537   sigma_ECN= 0.144708   sigma_err_ECN= 0.005636
1  mean_ECN= 0.758163   mean_err_ECN= 0.006752   sigma_ECN= 0.125762   sigma_err_ECN= 0.006051
0  mean_ECS= 0.735832   mean_err_ECS= 0.004488   sigma_ECS= 0.157136   sigma_err_ECS= 0.004438
1  mean_ECS= 0.766387   mean_err_ECS= 0.004454   sigma_ECS= 0.130858   sigma_err_ECS= 0.004108

sum_eff_b_CC = 0   num_CC = 73225
sum_eff_b_ECN = 0   num_ECN = 2057
sum_eff_b_ECS = 0   num_ECS = 5211


gam+b, untagged, xsec weights, with Sumw2
.........................................
And here is the covariance matrix:
         1   0.813311   0.686775          0          0
  0.813311          1   0.965149          0          0
  0.686775   0.965149          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.791673 +- 0.00273531
p1 = 0.0733185 +- 0.00841519
p2 = -0.0130091 +- 0.00481942
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 1.42857
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 80493
Tagged number of entries = 80493
Total number of entries in CC = 73225
Tagged number of entries in CC = 73225
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2057
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5211

NCC, NECN, NECS = 0  0  0

EC same sign = 921
EC oppo sign = 24

0  E_mean_CC= 15.900913   E_mean_err_CC= 0.118944
1  E_mean_CC= 20.734841   E_mean_err_CC= 0.131764
2  E_mean_CC= 28.020088   E_mean_err_CC= 0.117273
3  E_mean_CC= 36.773335   E_mean_err_CC= 0.155951
4  E_mean_CC= 52.787339   E_mean_err_CC= 0.203299
5  E_mean_CC= 68.151134   E_mean_err_CC= 0.221532
6  E_mean_CC= 88.287567   E_mean_err_CC= 0.324074


0  mean_CC= 0.613351   mean_err_CC= 0.005327   sigma_CC= 0.160256   sigma_err_CC= 0.005322
1  mean_CC= 0.644780   mean_err_CC= 0.004219   sigma_CC= 0.161731   sigma_err_CC= 0.003885
2  mean_CC= 0.675406   mean_err_CC= 0.003767   sigma_CC= 0.138542   sigma_err_CC= 0.003305
3  mean_CC= 0.705367   mean_err_CC= 0.002677   sigma_CC= 0.127390   sigma_err_CC= 0.002468
4  mean_CC= 0.743910   mean_err_CC= 0.004578   sigma_CC= 0.121446   sigma_err_CC= 0.004487
5  mean_CC= 0.760363   mean_err_CC= 0.002807   sigma_CC= 0.109577   sigma_err_CC= 0.002254
6  mean_CC= 0.782464   mean_err_CC= 0.002173   sigma_CC= 0.098642   sigma_err_CC= 0.001553
0  mean_ECN= 0.680675   mean_err_ECN= 0.024954   sigma_ECN= 0.207033   sigma_err_ECN= 0.027819
1  mean_ECN= 0.713526   mean_err_ECN= 0.011214   sigma_ECN= 0.122792   sigma_err_ECN= 0.010483
0  mean_ECS= 0.690585   mean_err_ECS= 0.010776   sigma_ECS= 0.173264   sigma_err_ECS= 0.012185
1  mean_ECS= 0.739184   mean_err_ECS= 0.008056   sigma_ECS= 0.137165   sigma_err_ECS= 0.006396

sum_eff_b_CC = 0   num_CC = 73225
sum_eff_b_ECN = 0   num_ECN = 2057
sum_eff_b_ECS = 0   num_ECS = 5211



gam+b, tagged, NO xsec weights, (with Sumw2)
............................................


gam+b, b param, NO xsec weights, with Sumw2
...........................................




--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
05/16/05

dPhi>2.9

gam+b, no weights
------------------
And here is the covariance matrix:
         1   0.723252   0.535432          0          0
  0.723252          1   0.939485          0          0
  0.535432   0.939485          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.802436 +- 0.00140465
p1 = 0.0651996 +- 0.00461102
p2 = -0.0219658 +- 0.00305833
p3 = 1.07584 +- 0.577369
p4 = 0.94 +- 0.555029
 With chi2 = 50.3005
 Data points CC,ECN,ECS  = 7,  1,  1
 FC
Total number of entries = 80493
Tagged number of entries = 80493
Total number of entries in CC = 73225
Tagged number of entries in CC = 73225
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2057
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5211

NCC, NECN, NECS = 0  0  0

EC same sign = 921
EC oppo sign = 24

0  E_mean_CC= 17.345911   E_mean_err_CC= 0.136099
1  E_mean_CC= 25.262307   E_mean_err_CC= 0.178720
2  E_mean_CC= 31.624278   E_mean_err_CC= 0.119426
3  E_mean_CC= 39.625365   E_mean_err_CC= 0.181430
4  E_mean_CC= 63.936520   E_mean_err_CC= 0.213044
5  E_mean_CC= 71.779321   E_mean_err_CC= 0.207897
6  E_mean_CC= 104.998404   E_mean_err_CC= 0.462756


0  mean_CC= 0.626310   mean_err_CC= 0.004103   sigma_CC= 0.174711   sigma_err_CC= 0.004110
1  mean_CC= 0.673990   mean_err_CC= 0.003358   sigma_CC= 0.173896   sigma_err_CC= 0.003037
2  mean_CC= 0.697893   mean_err_CC= 0.002173   sigma_CC= 0.147448   sigma_err_CC= 0.002132
3  mean_CC= 0.714054   mean_err_CC= 0.002026   sigma_CC= 0.134387   sigma_err_CC= 0.001966
4  mean_CC= 0.777476   mean_err_CC= 0.001732   sigma_CC= 0.118441   sigma_err_CC= 0.001608
5  mean_CC= 0.777825   mean_err_CC= 0.001554   sigma_CC= 0.107741   sigma_err_CC= 0.001335
6  mean_CC= 0.802926   mean_err_CC= 0.001725   sigma_CC= 0.109904   sigma_err_CC= 0.001589
0  mean_ECN= 0.714914   mean_err_ECN= 0.006537   sigma_ECN= 0.144708   sigma_err_ECN= 0.005636
1  mean_ECN= 0.758163   mean_err_ECN= 0.006752   sigma_ECN= 0.125762   sigma_err_ECN= 0.006051
0  mean_ECS= 0.735832   mean_err_ECS= 0.004488   sigma_ECS= 0.157136   sigma_err_ECS= 0.004438
1  mean_ECS= 0.766387   mean_err_ECS= 0.004454   sigma_ECS= 0.130858   sigma_err_ECS= 0.004108

sum_eff_b_CC = 0   num_CC = 73225
sum_eff_b_ECN = 0   num_ECN = 2057
sum_eff_b_ECS = 0   num_ECS = 5211


gam+b, xsec weights
------------------
And here is the covariance matrix:
         1   0.794169   0.661823          0          0
  0.794169          1   0.960991          0          0
  0.661823   0.960991          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.792723 +- 0.00243496
p1 = 0.0736123 +- 0.00778561
p2 = -0.0133116 +- 0.0044867
p3 = 0.92 +- 0.408634
p4 = 0.94 +- 0.40842
 With chi2 = 1.73601
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 80493
Tagged number of entries = 80493
Total number of entries in CC = 73225
Tagged number of entries in CC = 73225
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2057
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5211

NCC, NECN, NECS = 0  0  0

EC same sign = 921
EC oppo sign = 24

0  E_mean_CC= 15.885617   E_mean_err_CC= 0.118921
1  E_mean_CC= 20.722351   E_mean_err_CC= 0.131703
2  E_mean_CC= 27.999303   E_mean_err_CC= 0.117226
3  E_mean_CC= 36.777446   E_mean_err_CC= 0.156453
4  E_mean_CC= 53.475291   E_mean_err_CC= 0.206678
5  E_mean_CC= 68.742373   E_mean_err_CC= 0.219815
6  E_mean_CC= 90.690984   E_mean_err_CC= 0.353353


0  mean_CC= 0.613053   mean_err_CC= 0.005347   sigma_CC= 0.159902   sigma_err_CC= 0.005348
1  mean_CC= 0.644750   mean_err_CC= 0.004229   sigma_CC= 0.161671   sigma_err_CC= 0.003896
2  mean_CC= 0.675287   mean_err_CC= 0.003782   sigma_CC= 0.138496   sigma_err_CC= 0.003318
3  mean_CC= 0.705351   mean_err_CC= 0.002686   sigma_CC= 0.127379   sigma_err_CC= 0.002476
4  mean_CC= 0.746346   mean_err_CC= 0.004380   sigma_CC= 0.121232   sigma_err_CC= 0.004366
5  mean_CC= 0.762654   mean_err_CC= 0.002534   sigma_CC= 0.110514   sigma_err_CC= 0.002139
6  mean_CC= 0.785279   mean_err_CC= 0.002081   sigma_CC= 0.100089   sigma_err_CC= 0.001511
0  mean_ECN= 0.674762   mean_err_ECN= 0.023986   sigma_ECN= 0.192454   sigma_err_ECN= 0.021640
1  mean_ECN= 0.713413   mean_err_ECN= 0.011237   sigma_ECN= 0.122786   sigma_err_ECN= 0.010504
0  mean_ECS= 0.689896   mean_err_ECS= 0.010869   sigma_ECS= 0.173789   sigma_err_ECS= 0.012316
1  mean_ECS= 0.739144   mean_err_ECS= 0.008077   sigma_ECS= 0.137173   sigma_err_ECS= 0.006415

sum_eff_b_CC = 0   num_CC = 73225
sum_eff_b_ECN = 0   num_ECN = 2057
sum_eff_b_ECS = 0   num_ECS = 5211


gam+b, xsec weights, CSIP tagged
--------------------------------
And here is the covariance matrix:
         1   0.786964   0.645562          0          0
  0.786964          1   0.955043          0          0
  0.645562   0.955043          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.799102 +- 0.00261996
p1 = 0.0848191 +- 0.00917165
p2 = -0.00862854 +- 0.00584921
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 18.2271
 Data points CC,ECN,ECS  = 7,  2,  2

Total number of entries = 80493
Tagged number of entries = 44140
Total number of entries in CC = 73225
Tagged number of entries in CC = 42247
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 488
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 1405

NCC, NECN, NECS = 0  0  0

EC same sign = 226
EC oppo sign = 1

0  E_mean_CC= 16.917376   E_mean_err_CC= 0.195282
1  E_mean_CC= 22.118047   E_mean_err_CC= 0.187148
2  E_mean_CC= 28.693004   E_mean_err_CC= 0.155770
3  E_mean_CC= 37.782788   E_mean_err_CC= 0.197623
4  E_mean_CC= 54.631237   E_mean_err_CC= 0.262209
5  E_mean_CC= 70.297409   E_mean_err_CC= 0.259120
6  E_mean_CC= 91.801992   E_mean_err_CC= 0.428353


0  mean_CC= 0.626065   mean_err_CC= 0.007605   sigma_CC= 0.167235   sigma_err_CC= 0.007777
1  mean_CC= 0.653276   mean_err_CC= 0.006551   sigma_CC= 0.162974   sigma_err_CC= 0.006695
2  mean_CC= 0.671508   mean_err_CC= 0.005187   sigma_CC= 0.139185   sigma_err_CC= 0.004866
3  mean_CC= 0.707461   mean_err_CC= 0.002960   sigma_CC= 0.127665   sigma_err_CC= 0.002968
4  mean_CC= 0.760219   mean_err_CC= 0.004433   sigma_CC= 0.108442   sigma_err_CC= 0.004236
5  mean_CC= 0.763691   mean_err_CC= 0.002683   sigma_CC= 0.110832   sigma_err_CC= 0.002338
6  mean_CC= 0.792346   mean_err_CC= 0.002254   sigma_CC= 0.095913   sigma_err_CC= 0.001565
0  mean_ECN= 0.730488   mean_err_ECN= 0.015217   sigma_ECN= 0.135593   sigma_err_ECN= 0.015756
1  mean_ECN= 0.733851   mean_err_ECN= 0.013588   sigma_ECN= 0.094781   sigma_err_ECN= 0.009318
0  mean_ECS= 0.691684   mean_err_ECS= 0.018676   sigma_ECS= 0.162662   sigma_err_ECS= 0.017416
1  mean_ECS= 0.776528   mean_err_ECS= 0.012170   sigma_ECS= 0.127793   sigma_err_ECS= 0.011352

sum_eff_b_CC = 0   num_CC = 42247
sum_eff_b_ECN = 0   num_ECN = 488
sum_eff_b_ECS = 0   num_ECS = 1405



gam+b, xsec weights, CSIP parameterization
------------------------------------------
And here is the covariance matrix:
         1   0.732474   0.527744          0          0
  0.732474          1   0.935854          0          0
  0.527744   0.935854          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.793332 +- 0.0020626
p1 = 0.0722712 +- 0.00542183
p2 = -0.0117702 +- 0.00276154
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 2.68421
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 80493
Tagged number of entries = 80493
Total number of entries in CC = 73225
Tagged number of entries in CC = 73225
Total number of entries in ECN = 2057
Tagged number of entries in ECN = 2057
Total number of entries in ECS = 5211
Tagged number of entries in ECS = 5211

NCC, NECN, NECS = 0  0  0

EC same sign = 921
EC oppo sign = 24

0  E_mean_CC= 16.746921   E_mean_err_CC= 0.122036
1  E_mean_CC= 21.599670   E_mean_err_CC= 0.134875
2  E_mean_CC= 28.672367   E_mean_err_CC= 0.118856
3  E_mean_CC= 37.554069   E_mean_err_CC= 0.157112
4  E_mean_CC= 54.274695   E_mean_err_CC= 0.206407
5  E_mean_CC= 69.379569   E_mean_err_CC= 0.218253
6  E_mean_CC= 91.335183   E_mean_err_CC= 0.352308


0  mean_CC= 0.627405   mean_err_CC= 0.005745   sigma_CC= 0.168473   sigma_err_CC= 0.005772
1  mean_CC= 0.657207   mean_err_CC= 0.004585   sigma_CC= 0.161975   sigma_err_CC= 0.004692
2  mean_CC= 0.682481   mean_err_CC= 0.003652   sigma_CC= 0.138806   sigma_err_CC= 0.003304
3  mean_CC= 0.709982   mean_err_CC= 0.002485   sigma_CC= 0.128698   sigma_err_CC= 0.002323
4  mean_CC= 0.750167   mean_err_CC= 0.004117   sigma_CC= 0.121429   sigma_err_CC= 0.004268
5  mean_CC= 0.765592   mean_err_CC= 0.002423   sigma_CC= 0.110359   sigma_err_CC= 0.002125
6  mean_CC= 0.786175   mean_err_CC= 0.002043   sigma_CC= 0.100473   sigma_err_CC= 0.001500
0  mean_ECN= 0.701490   mean_err_ECN= 0.019220   sigma_ECN= 0.179213   sigma_err_ECN= 0.018654
1  mean_ECN= 0.720476   mean_err_ECN= 0.010627   sigma_ECN= 0.123990   sigma_err_ECN= 0.010973
0  mean_ECS= 0.710557   mean_err_ECS= 0.009094   sigma_ECS= 0.165894   sigma_err_ECS= 0.009136
1  mean_ECS= 0.751174   mean_err_ECS= 0.008230   sigma_ECS= 0.132640   sigma_err_ECS= 0.006842

sum_eff_b_CC = 51979.6   num_CC = 73225
sum_eff_b_ECN = 681.606   num_ECN = 2057
sum_eff_b_ECS = 1835.45   num_ECS = 5211





--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
05/23/05

dPhi>2.9

gam+j, no weights
------------------
And here is the covariance matrix:
         1   0.680115 0.000585954          0          0
  0.680115          1  0.0217445          0          0
0.000585954  0.0217445          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.840206 +- 0.00109261
p1 = 0.0686755 +- 0.00164603
p2 = -1.0527e-11 +- 0.000818284
p3 = 0.92 +- 0.465621
p4 = 0.94 +- 0.416264
 With chi2 = 34.206
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 75265
Tagged number of entries = 75265
Total number of entries in CC = 61705
Tagged number of entries in CC = 61705
Total number of entries in ECN = 6766
Tagged number of entries in ECN = 6766
Total number of entries in ECS = 6794
Tagged number of entries in ECS = 6794

NCC, NECN, NECS = 0  0  0

EC same sign = 2986
EC oppo sign = 50

0  E_mean_CC= 19.830708   E_mean_err_CC= 0.163017
1  E_mean_CC= 28.435239   E_mean_err_CC= 0.225930
2  E_mean_CC= 35.287691   E_mean_err_CC= 0.109674
3  E_mean_CC= 43.882783   E_mean_err_CC= 0.138893
4  E_mean_CC= 64.935066   E_mean_err_CC= 0.262152
5  E_mean_CC= 78.830938   E_mean_err_CC= 0.311481
6  E_mean_CC= 117.077925   E_mean_err_CC= 0.542117


0  mean_CC= 0.726631   mean_err_CC= 0.005491   sigma_CC= 0.165260   sigma_err_CC= 0.005439
1  mean_CC= 0.768095   mean_err_CC= 0.004415   sigma_CC= 0.150849   sigma_err_CC= 0.004345
2  mean_CC= 0.773336   mean_err_CC= 0.002083   sigma_CC= 0.129406   sigma_err_CC= 0.001945
3  mean_CC= 0.776360   mean_err_CC= 0.001858   sigma_CC= 0.118614   sigma_err_CC= 0.001784
4  mean_CC= 0.808156   mean_err_CC= 0.001988   sigma_CC= 0.097297   sigma_err_CC= 0.001871
5  mean_CC= 0.826155   mean_err_CC= 0.001904   sigma_CC= 0.084954   sigma_err_CC= 0.001821
6  mean_CC= 0.851886   mean_err_CC= 0.001533   sigma_CC= 0.076598   sigma_err_CC= 0.001577
0  mean_ECN= 0.804691   mean_err_ECN= 0.003515   sigma_ECN= 0.125418   sigma_err_ECN= 0.003370
1  mean_ECN= 0.822243   mean_err_ECN= 0.002441   sigma_ECN= 0.096527   sigma_err_ECN= 0.002605
0  mean_ECS= 0.786553   mean_err_ECS= 0.003457   sigma_ECS= 0.122411   sigma_err_ECS= 0.003217
1  mean_ECS= 0.800747   mean_err_ECS= 0.002285   sigma_ECS= 0.098460   sigma_err_ECS= 0.002156

sum_eff_b_CC = 0   num_CC = 61705
sum_eff_b_ECN = 0   num_ECN = 6766
sum_eff_b_ECS = 0   num_ECS = 6794



gam+j, xsec weights
-------------------
And here is the covariance matrix:
         1   0.731087 0.00108536          0          0
  0.731087          1 0.00432359          0          0
0.00108536 0.00432359          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.837475 +- 0.00166881
p1 = 0.0729925 +- 0.00243321
p2 = -2.52108e-13 +- 0.000779777
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 16.9512
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 75265
Tagged number of entries = 75265
Total number of entries in CC = 61705
Tagged number of entries in CC = 61705
Total number of entries in ECN = 6766
Tagged number of entries in ECN = 6766
Total number of entries in ECS = 6794
Tagged number of entries in ECS = 6794

NCC, NECN, NECS = 0  0  0

EC same sign = 2986
EC oppo sign = 50

0  E_mean_CC= 19.090071   E_mean_err_CC= 0.157402
1  E_mean_CC= 24.560149   E_mean_err_CC= 0.167861
2  E_mean_CC= 32.917958   E_mean_err_CC= 0.111060
3  E_mean_CC= 42.961030   E_mean_err_CC= 0.135005
4  E_mean_CC= 60.150059   E_mean_err_CC= 0.228998
5  E_mean_CC= 76.375115   E_mean_err_CC= 0.311062
6  E_mean_CC= 101.586491   E_mean_err_CC= 0.352809


0  mean_CC= 0.723848   mean_err_CC= 0.006223   sigma_CC= 0.162156   sigma_err_CC= 0.006494
1  mean_CC= 0.740654   mean_err_CC= 0.004944   sigma_CC= 0.142043   sigma_err_CC= 0.004874
2  mean_CC= 0.757261   mean_err_CC= 0.004955   sigma_CC= 0.126992   sigma_err_CC= 0.004708
3  mean_CC= 0.775320   mean_err_CC= 0.002514   sigma_CC= 0.116259   sigma_err_CC= 0.002171
4  mean_CC= 0.791402   mean_err_CC= 0.002625   sigma_CC= 0.100933   sigma_err_CC= 0.002484
5  mean_CC= 0.819448   mean_err_CC= 0.002677   sigma_CC= 0.087722   sigma_err_CC= 0.002690
6  mean_CC= 0.841735   mean_err_CC= 0.002117   sigma_CC= 0.076174   sigma_err_CC= 0.002196
0  mean_ECN= 0.780497   mean_err_ECN= 0.006850   sigma_ECN= 0.135081   sigma_err_ECN= 0.005953
1  mean_ECN= 0.792599   mean_err_ECN= 0.005380   sigma_ECN= 0.102276   sigma_err_ECN= 0.005566
0  mean_ECS= 0.774976   mean_err_ECS= 0.006297   sigma_ECS= 0.131847   sigma_err_ECS= 0.006035
1  mean_ECS= 0.787485   mean_err_ECS= 0.007563   sigma_ECS= 0.106748   sigma_err_ECS= 0.007530

sum_eff_b_CC = 0   num_CC = 61705
sum_eff_b_ECN = 0   num_ECN = 6766
sum_eff_b_ECS = 0   num_ECS = 6794










--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
--------------------------------------------------------------------------------
05/16/05

dPhi>3.1
gam+b, xsec weights, CSIP tagged
--------------------------------
Minimum at:
p0 = 0.810275 +- 0.00473166
p1 = 0.090603 +- 0.0174311
p2 = -0.00731191 +- 0.0119408
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 12.9636
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 28141
Tagged number of entries = 16417
Total number of entries in CC = 26440
Tagged number of entries in CC = 15949
Total number of entries in ECN = 440
Tagged number of entries in ECN = 117
Total number of entries in ECS = 1261
Tagged number of entries in ECS = 351

NCC, NECN, NECS = 0  0  0

EC same sign = 46
EC oppo sign = 0

0  E_mean_CC= 17.366838   E_mean_err_CC= 0.393298
1  E_mean_CC= 23.263447   E_mean_err_CC= 0.363331
2  E_mean_CC= 28.933599   E_mean_err_CC= 0.322262
3  E_mean_CC= 39.023956   E_mean_err_CC= 0.362828
4  E_mean_CC= 55.110039   E_mean_err_CC= 0.455722
5  E_mean_CC= 71.756082   E_mean_err_CC= 0.398097
6  E_mean_CC= 93.946717   E_mean_err_CC= 0.662733


0  mean_CC= 0.627594   mean_err_CC= 0.019420   sigma_CC= 0.191639   sigma_err_CC= 0.024237
1  mean_CC= 0.684491   mean_err_CC= 0.010514   sigma_CC= 0.148044   sigma_err_CC= 0.009345
2  mean_CC= 0.663299   mean_err_CC= 0.009792   sigma_CC= 0.142679   sigma_err_CC= 0.008152
3  mean_CC= 0.715844   mean_err_CC= 0.004996   sigma_CC= 0.133352   sigma_err_CC= 0.005050
4  mean_CC= 0.763037   mean_err_CC= 0.008543   sigma_CC= 0.112095   sigma_err_CC= 0.009784
5  mean_CC= 0.785935   mean_err_CC= 0.006249   sigma_CC= 0.097638   sigma_err_CC= 0.005875
6  mean_CC= 0.802067   mean_err_CC= 0.004295   sigma_CC= 0.097055   sigma_err_CC= 0.003200
0  mean_ECN= 0.604950   mean_err_ECN= 0.780530   sigma_ECN= 0.391658   sigma_err_ECN= 0.595246
1  mean_ECN= 0.731556   mean_err_ECN= 0.022457   sigma_ECN= 0.118901   sigma_err_ECN= 0.024228
0  mean_ECS= 0.697364   mean_err_ECS= 0.026207   sigma_ECS= 0.159413   sigma_err_ECS= 0.027729
1  mean_ECS= 0.788977   mean_err_ECS= 0.015974   sigma_ECS= 0.116885   sigma_err_ECS= 0.009650

sum_eff_b_CC = 0   num_CC = 15949
sum_eff_b_ECN = 0   num_ECN = 117
sum_eff_b_ECS = 0   num_ECS = 351


gam+b, xsec weights, CSIP parameterization
------------------------------------------
And here is the covariance matrix:
         1   0.795115   0.668945          0          0
  0.795115          1   0.958189          0          0
  0.668945   0.958189          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.808227 +- 0.00398541
p1 = 0.0895415 +- 0.014886
p2 = -0.00565214 +- 0.00961985
p3 = 0.92 +- 0.499753
p4 = 0.94 +- 0.382321
 With chi2 = 13.4261
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 28141
Tagged number of entries = 13653.8
Total number of entries in CC = 26440
Tagged number of entries in CC = 13283.4
Total number of entries in ECN = 440
Tagged number of entries in ECN = 94.4778
Total number of entries in ECS = 1261
Tagged number of entries in ECS = 275.893

NCC, NECN, NECS = 0  0  0

EC same sign = 178
EC oppo sign = 7

0  E_mean_CC= 16.940701   E_mean_err_CC= 0.282119
1  E_mean_CC= 22.894425   E_mean_err_CC= 0.270877
2  E_mean_CC= 28.524320   E_mean_err_CC= 0.241597
3  E_mean_CC= 38.320969   E_mean_err_CC= 0.295964
4  E_mean_CC= 55.474461   E_mean_err_CC= 0.368385
5  E_mean_CC= 70.760825   E_mean_err_CC= 0.357111
6  E_mean_CC= 93.275582   E_mean_err_CC= 0.558582


0  mean_CC= 0.635976   mean_err_CC= 0.014491   sigma_CC= 0.180606   sigma_err_CC= 0.013493
1  mean_CC= 0.684892   mean_err_CC= 0.009688   sigma_CC= 0.174416   sigma_err_CC= 0.010763
2  mean_CC= 0.670287   mean_err_CC= 0.006984   sigma_CC= 0.143426   sigma_err_CC= 0.006213
3  mean_CC= 0.714502   mean_err_CC= 0.005552   sigma_CC= 0.135203   sigma_err_CC= 0.005080
4  mean_CC= 0.756894   mean_err_CC= 0.006783   sigma_CC= 0.117993   sigma_err_CC= 0.007467
5  mean_CC= 0.781858   mean_err_CC= 0.003945   sigma_CC= 0.099426   sigma_err_CC= 0.002858
6  mean_CC= 0.799141   mean_err_CC= 0.003511   sigma_CC= 0.099599   sigma_err_CC= 0.002755
0  mean_ECN= 0.722450   mean_err_ECN= 0.023295   sigma_ECN= 0.112673   sigma_err_ECN= 0.022958
1  mean_ECN= 0.759231   mean_err_ECN= 0.031998   sigma_ECN= 0.115625   sigma_err_ECN= 0.032545
0  mean_ECS= 0.727777   mean_err_ECS= 0.016816   sigma_ECS= 0.149529   sigma_err_ECS= 0.011172
1  mean_ECS= 0.774609   mean_err_ECS= 0.018517   sigma_ECS= 0.133724   sigma_err_ECS= 0.019699

sum_eff_b_CC = 18647.1   num_CC = 13283.4
sum_eff_b_ECN = 132.621   num_ECN = 94.4778
sum_eff_b_ECS = 387.279   num_ECS = 275.893



--------------------------------------------------------------------------------
06/05/2005
New EMcuts

dPhi>2.9
--------
gam+j MC, xsec weights, new EM cuts

And here is the covariance matrix:
         1   0.659763   0.455446          0          0
  0.659763          1   0.935791          0          0
  0.455446   0.935791          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.842502 +- 0.00183058
p1 = 0.0706652 +- 0.0064641
p2 = -0.00028758 +- 0.0145991
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 0.377864
 Data points CC,ECN,ECS  = 7,  1,  1

Total number of entries = 68027
Tagged number of entries = 68027
Total number of entries in CC = 55196
Tagged number of entries in CC = 55196
Total number of entries in ECN = 6277
Tagged number of entries in ECN = 6277
Total number of entries in ECS = 6554
Tagged number of entries in ECS = 6554

NCC, NECN, NECS = 0  0  0

EC same sign = 2844
EC oppo sign = 48

0  E_mean_CC= 18.999533   E_mean_err_CC= 0.163816
1  E_mean_CC= 24.575851   E_mean_err_CC= 0.166619
2  E_mean_CC= 33.160764   E_mean_err_CC= 0.113222
3  E_mean_CC= 43.332983   E_mean_err_CC= 0.140592
4  E_mean_CC= 60.048199   E_mean_err_CC= 0.238826
5  E_mean_CC= 76.826072   E_mean_err_CC= 0.318970
6  E_mean_CC= 102.224619   E_mean_err_CC= 0.362781


0  mean_CC= 0.725991   mean_err_CC= 0.006254   sigma_CC= 0.161231   sigma_err_CC= 0.006293
1  mean_CC= 0.742537   mean_err_CC= 0.005039   sigma_CC= 0.141823   sigma_err_CC= 0.004951
2  mean_CC= 0.762050   mean_err_CC= 0.004873   sigma_CC= 0.124230   sigma_err_CC= 0.004523
3  mean_CC= 0.783186   mean_err_CC= 0.002823   sigma_CC= 0.111235   sigma_err_CC= 0.002849
4  mean_CC= 0.806535   mean_err_CC= 0.002641   sigma_CC= 0.091928   sigma_err_CC= 0.002549
5  mean_CC= 0.824592   mean_err_CC= 0.002489   sigma_CC= 0.083256   sigma_err_CC= 0.002375
6  mean_CC= 0.843691   mean_err_CC= 0.002116   sigma_CC= 0.074806   sigma_err_CC= 0.002161
0  mean_ECN= 0.782508   mean_err_ECN= 0.007030   sigma_ECN= 0.130967   sigma_err_ECN= 0.006031
1  mean_ECN= 0.793510   mean_err_ECN= 0.005115   sigma_ECN= 0.096314   sigma_err_ECN= 0.005383
0  mean_ECS= 0.777054   mean_err_ECS= 0.006023   sigma_ECS= 0.126841   sigma_err_ECS= 0.005514
1  mean_ECS= 0.798845   mean_err_ECS= 0.006684   sigma_ECS= 0.102386   sigma_err_ECS= 0.006657

sum_eff_b_CC = 0   num_CC = 55196
sum_eff_b_ECN = 0   num_ECN = 6277
sum_eff_b_ECS = 0   num_ECS = 6554



dPhi>3.1
--------
gam+j MC, xsec weights, new EM cuts

And here is the covariance matrix:
         1   0.621508   0.389045          0          0
  0.621508          1   0.909402          0          0
  0.389045   0.909402          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.846818 +- 0.0023453
p1 = 0.0705324 +- 0.00904541
p2 = -0.00192893 +- 0.00731786
p3 = 0.92 +- 0.399779
p4 = 0.94 +- 0.373413
 With chi2 = 0.456775
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 30913
Tagged number of entries = 30913
Total number of entries in CC = 26847
Tagged number of entries in CC = 26847
Total number of entries in ECN = 1953
Tagged number of entries in ECN = 1953
Total number of entries in ECS = 2113
Tagged number of entries in ECS = 2113

NCC, NECN, NECS = 0  0  0

EC same sign = 850
EC oppo sign = 15

0  E_mean_CC= 18.777163   E_mean_err_CC= 0.301414
1  E_mean_CC= 25.240998   E_mean_err_CC= 0.278381
2  E_mean_CC= 33.545604   E_mean_err_CC= 0.178837
3  E_mean_CC= 44.586209   E_mean_err_CC= 0.214272
4  E_mean_CC= 62.200792   E_mean_err_CC= 0.318330
5  E_mean_CC= 79.517805   E_mean_err_CC= 0.404483
6  E_mean_CC= 105.949608   E_mean_err_CC= 0.486993


0  mean_CC= 0.720611   mean_err_CC= 0.011931   sigma_CC= 0.152841   sigma_err_CC= 0.013358
1  mean_CC= 0.748139   mean_err_CC= 0.009597   sigma_CC= 0.148219   sigma_err_CC= 0.010172
2  mean_CC= 0.765625   mean_err_CC= 0.008169   sigma_CC= 0.121487   sigma_err_CC= 0.007346
3  mean_CC= 0.789463   mean_err_CC= 0.003344   sigma_CC= 0.102431   sigma_err_CC= 0.003265
4  mean_CC= 0.813028   mean_err_CC= 0.003926   sigma_CC= 0.090530   sigma_err_CC= 0.003769
5  mean_CC= 0.829128   mean_err_CC= 0.003284   sigma_CC= 0.080533   sigma_err_CC= 0.003025
6  mean_CC= 0.851507   mean_err_CC= 0.002948   sigma_CC= 0.072474   sigma_err_CC= 0.002983
0  mean_ECN= 0.803093   mean_err_ECN= 0.015331   sigma_ECN= 0.138652   sigma_err_ECN= 0.015942
1  mean_ECN= 0.801431   mean_err_ECN= 0.008598   sigma_ECN= 0.092174   sigma_err_ECN= 0.008392
0  mean_ECS= 0.799514   mean_err_ECS= 0.010947   sigma_ECS= 0.113172   sigma_err_ECS= 0.007184
1  mean_ECS= 0.797293   mean_err_ECS= 0.012308   sigma_ECS= 0.112056   sigma_err_ECS= 0.012246

sum_eff_b_CC = 0   num_CC = 26847
sum_eff_b_ECN = 0   num_ECN = 1953
sum_eff_b_ECS = 0   num_ECS = 2113


--------------------------------------------------------------------------------
06/05/2005

All with dPhi>3.1
.................

 gam+b, xsec weights, CSIP parameterization, new EMcuts
 all decays
------------------------------------------
And here is the covariance matrix:
         1   0.788654   0.654705          0          0
  0.788654          1   0.957284          0          0
  0.654705   0.957284          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.807391 +- 0.00404795
p1 = 0.0876492 +- 0.0151439
p2 = -0.00615227 +- 0.00995912
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 12.0764
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 27144
Tagged number of entries = 13191.8
Total number of entries in CC = 25515
Tagged number of entries in CC = 12834.9
Total number of entries in ECN = 405
Tagged number of entries in ECN = 88.706
Total number of entries in ECS = 1224
Tagged number of entries in ECS = 268.18

NCC, NECN, NECS = 0  0  0

EC same sign = 170
EC oppo sign = 6

0  E_mean_CC= 16.794456   E_mean_err_CC= 0.293148
1  E_mean_CC= 22.863237   E_mean_err_CC= 0.273652
2  E_mean_CC= 28.562469   E_mean_err_CC= 0.243618
3  E_mean_CC= 38.170468   E_mean_err_CC= 0.296831
4  E_mean_CC= 55.110401   E_mean_err_CC= 0.371755
5  E_mean_CC= 70.674861   E_mean_err_CC= 0.360288
6  E_mean_CC= 92.922958   E_mean_err_CC= 0.560244


0  mean_CC= 0.636319   mean_err_CC= 0.015855   sigma_CC= 0.187332   sigma_err_CC= 0.014686
1  mean_CC= 0.685476   mean_err_CC= 0.009971   sigma_CC= 0.175262   sigma_err_CC= 0.011404
2  mean_CC= 0.673907   mean_err_CC= 0.006667   sigma_CC= 0.140685   sigma_err_CC= 0.005951
3  mean_CC= 0.714555   mean_err_CC= 0.005584   sigma_CC= 0.134066   sigma_err_CC= 0.005100
4  mean_CC= 0.754787   mean_err_CC= 0.006891   sigma_CC= 0.117297   sigma_err_CC= 0.007624
5  mean_CC= 0.782138   mean_err_CC= 0.003984   sigma_CC= 0.099062   sigma_err_CC= 0.002885
6  mean_CC= 0.797928   mean_err_CC= 0.003550   sigma_CC= 0.099648   sigma_err_CC= 0.002788
0  mean_ECN= 0.726507   mean_err_ECN= 0.030470   sigma_ECN= 0.118524   sigma_err_ECN= 0.030452
1  mean_ECN= 0.757914   mean_err_ECN= 0.032762   sigma_ECN= 0.116346   sigma_err_ECN= 0.032970
0  mean_ECS= 0.721082   mean_err_ECS= 0.015013   sigma_ECS= 0.152523   sigma_err_ECS= 0.011509
1  mean_ECS= 0.776397   mean_err_ECS= 0.019204   sigma_ECS= 0.137065   sigma_err_ECS= 0.024428

sum_eff_b_CC = 18017.4   num_CC = 12834.9
sum_eff_b_ECN = 124.519   num_ECN = 88.706
sum_eff_b_ECS = 376.451   num_ECS = 268.18

sum_eff_c_CC = 6783.21
sum_eff_c_ECN = 24.8701
sum_eff_c_ECS = 77.3762

sum_eff_l_CC = 773.418
sum_eff_l_ECN = 1.40489
sum_eff_l_ECS = 4.77011

sum_eff_b_data_CC = 12834.9
sum_eff_b_data_ECN = 88.706
sum_eff_b_data_ECS = 268.18

sum_eff_l_data_CC = 794.149
sum_eff_l_data_ECN = 1.1071
sum_eff_l_data_ECS = nan


 gam+b, xsec weights, CSIP parameterization, new EMcuts
 no mu-decays
------------------------------------------
And here is the covariance matrix:
         1   0.730158   0.589214          0          0
  0.730158          1   0.953405          0          0
  0.589214   0.953405          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.822217 +- 0.00326177
p1 = 0.0901741 +- 0.0139948
p2 = -0.00208193 +- 0.0115967
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 11.0025
 Data points CC,ECN,ECS  = 7,  2,  2

Total number of entries = 22883
Tagged number of entries = 11053.9
Total number of entries in CC = 21454
Tagged number of entries in CC = 10745.9
Total number of entries in ECN = 350
Tagged number of entries in ECN = 74.2349
Total number of entries in ECS = 1079
Tagged number of entries in ECS = 233.733

NCC, NECN, NECS = 0  0  0

EC same sign = 158
EC oppo sign = 6

0  E_mean_CC= 17.345330   E_mean_err_CC= 0.313885
1  E_mean_CC= 23.386243   E_mean_err_CC= 0.280687
2  E_mean_CC= 29.115361   E_mean_err_CC= 0.257308
3  E_mean_CC= 39.606263   E_mean_err_CC= 0.304569
4  E_mean_CC= 56.800804   E_mean_err_CC= 0.401267
5  E_mean_CC= 74.190444   E_mean_err_CC= 0.343325
6  E_mean_CC= 96.042814   E_mean_err_CC= 0.601026


0  mean_CC= 0.660066   mean_err_CC= 0.017816   sigma_CC= 0.168493   sigma_err_CC= 0.012941
1  mean_CC= 0.704012   mean_err_CC= 0.009624   sigma_CC= 0.156344   sigma_err_CC= 0.009396
2  mean_CC= 0.689671   mean_err_CC= 0.007307   sigma_CC= 0.133920   sigma_err_CC= 0.006110
3  mean_CC= 0.739698   mean_err_CC= 0.004664   sigma_CC= 0.118859   sigma_err_CC= 0.004849
4  mean_CC= 0.766561   mean_err_CC= 0.006575   sigma_CC= 0.111042   sigma_err_CC= 0.007046
5  mean_CC= 0.797917   mean_err_CC= 0.003329   sigma_CC= 0.089605   sigma_err_CC= 0.002845
6  mean_CC= 0.817095   mean_err_CC= 0.003220   sigma_CC= 0.090062   sigma_err_CC= 0.003622
0  mean_ECN= 0.737127   mean_err_ECN= 0.026370   sigma_ECN= 0.113390   sigma_err_ECN= 0.022661
1  mean_ECN= 0.763055   mean_err_ECN= 0.015785   sigma_ECN= 0.093063   sigma_err_ECN= 0.015196
0  mean_ECS= 0.724178   mean_err_ECS= 0.017524   sigma_ECS= 0.152228   sigma_err_ECS= 0.012884
1  mean_ECS= 0.778963   mean_err_ECS= 0.019814   sigma_ECS= 0.137047   sigma_err_ECS= 0.025593

sum_eff_b_CC = 15084.7   num_CC = 10745.9
sum_eff_b_ECN = 104.205   num_ECN = 74.2349
sum_eff_b_ECS = 328.097   num_ECS = 233.733

sum_eff_c_CC = 5659.06
sum_eff_c_ECN = 20.6946
sum_eff_c_ECS = 67.1287

sum_eff_l_CC = 640.464
sum_eff_l_ECN = 1.14605
sum_eff_l_ECS = 4.08211

sum_eff_b_data_CC = 10745.9
sum_eff_b_data_ECN = 74.2349
sum_eff_b_data_ECS = 233.733

sum_eff_l_data_CC = 657.649
sum_eff_l_data_ECN = 0.902018
sum_eff_l_data_ECS = nan



 gam+b, xsec weights, CSIP parameterization, new EMcuts
 no SL-decays (all hadronic)
------------------------------------------
And here is the covariance matrix:
         1   0.672534   0.506559          0          0
  0.672534          1   0.942222          0          0
  0.506559   0.942222          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.834449 +- 0.00268844
p1 = 0.0844259 +- 0.0122294
p2 = -0.00603356 +- 0.0092196
p3 = 1.01714 +- 0.572413
p4 = 0.94 +- 0.555029
 With chi2 = 10.1764
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 18419
Tagged number of entries = 8865.84
Total number of entries in CC = 17214
Tagged number of entries in CC = 8607.69
Total number of entries in ECN = 287
Tagged number of entries in ECN = 60.0741
Total number of entries in ECS = 918
Tagged number of entries in ECS = 198.059

NCC, NECN, NECS = 0  0  0

EC same sign = 138
EC oppo sign = 5

0  E_mean_CC= 17.475482   E_mean_err_CC= 0.348698
1  E_mean_CC= 23.550437   E_mean_err_CC= 0.301081
2  E_mean_CC= 29.746886   E_mean_err_CC= 0.273639
3  E_mean_CC= 40.562387   E_mean_err_CC= 0.328743
4  E_mean_CC= 57.078291   E_mean_err_CC= 0.459571
5  E_mean_CC= 76.072209   E_mean_err_CC= 0.358397
6  E_mean_CC= 97.663272   E_mean_err_CC= 0.674388


0  mean_CC= 0.662400   mean_err_CC= 0.019323   sigma_CC= 0.183144   sigma_err_CC= 0.018867
1  mean_CC= 0.710089   mean_err_CC= 0.009152   sigma_CC= 0.142759   sigma_err_CC= 0.008475
2  mean_CC= 0.696242   mean_err_CC= 0.010079   sigma_CC= 0.135217   sigma_err_CC= 0.008687
3  mean_CC= 0.758097   mean_err_CC= 0.004215   sigma_CC= 0.106144   sigma_err_CC= 0.004510
4  mean_CC= 0.781924   mean_err_CC= 0.006188   sigma_CC= 0.102132   sigma_err_CC= 0.006135
5  mean_CC= 0.810128   mean_err_CC= 0.003244   sigma_CC= 0.081707   sigma_err_CC= 0.002572
6  mean_CC= 0.832858   mean_err_CC= 0.002784   sigma_CC= 0.075224   sigma_err_CC= 0.002807
0  mean_ECN= 0.775877   mean_err_ECN= 0.024027   sigma_ECN= 0.129107   sigma_err_ECN= 0.023611
1  mean_ECN= 0.811185   mean_err_ECN= 0.013742   sigma_ECN= 0.076711   sigma_err_ECN= 0.011105
0  mean_ECS= 0.737826   mean_err_ECS= 0.018470   sigma_ECS= 0.151047   sigma_err_ECS= 0.012243
1  mean_ECS= 0.804638   mean_err_ECS= 0.017513   sigma_ECS= 0.111879   sigma_err_ECS= 0.024779

sum_eff_b_CC = 12083   num_CC = 8607.69
sum_eff_b_ECN = 84.3276   num_ECN = 60.0741
sum_eff_b_ECS = 278.02   num_ECS = 198.059

sum_eff_c_CC = 4531.43
sum_eff_c_ECN = 16.6682
sum_eff_c_ECS = 56.7836

sum_eff_l_CC = 512.636
sum_eff_l_ECN = 0.909648
sum_eff_l_ECS = 3.45569

sum_eff_b_data_CC = 8607.69
sum_eff_b_data_ECN = 60.0741
sum_eff_b_data_ECS = 198.059

sum_eff_l_data_CC = 526.354
sum_eff_l_data_ECN = 0.715871
sum_eff_l_data_ECS = nan

--------------------------------------------------------------------------------
06/08/2005

gam+j, newEMscale, xsec weights, 3.1
.......................................
And here is the covariance matrix:
         1   0.580371 -0.00677613          0          0
  0.580371          1   0.221558          0          0
-0.00677613   0.221558          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.843199 +- 0.00210851
p1 = 0.077715 +- 0.00431057
p2 = -4.92605e-10 +- 0.00182283
p3 = 0.92 +- 0.550348
p4 = 0.94 +- 0.411271
 With chi2 = 8.52547
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 34091
Tagged number of entries = 34091
Total number of entries in CC = 29843
Tagged number of entries in CC = 29843
Total number of entries in ECN = 2070
Tagged number of entries in ECN = 2070
Total number of entries in ECS = 2178
Tagged number of entries in ECS = 2178

NCC, NECN, NECS = 0  0  0

EC same sign = 879
EC oppo sign = 15

0  E_mean_CC= 19.029828   E_mean_err_CC= 0.283355
1  E_mean_CC= 25.184087   E_mean_err_CC= 0.283929
2  E_mean_CC= 33.345283   E_mean_err_CC= 0.177077
3  E_mean_CC= 43.917437   E_mean_err_CC= 0.206215
4  E_mean_CC= 61.883713   E_mean_err_CC= 0.296254
5  E_mean_CC= 78.802201   E_mean_err_CC= 0.402535
6  E_mean_CC= 105.749788   E_mean_err_CC= 0.469425


0  mean_CC= 0.724938   mean_err_CC= 0.012057   sigma_CC= 0.152858
sigma_err_CC= 0.012860
1  mean_CC= 0.743592   mean_err_CC= 0.009358   sigma_CC= 0.148103
sigma_err_CC= 0.009914
2  mean_CC= 0.763315   mean_err_CC= 0.008192   sigma_CC= 0.128488
sigma_err_CC= 0.007126
3  mean_CC= 0.779242   mean_err_CC= 0.003787   sigma_CC= 0.112989
sigma_err_CC= 0.004201
4  mean_CC= 0.797758   mean_err_CC= 0.003921   sigma_CC= 0.100000
sigma_err_CC= 0.003580
5  mean_CC= 0.821827   mean_err_CC= 0.003756   sigma_CC= 0.085372
sigma_err_CC= 0.003584
6  mean_CC= 0.851103   mean_err_CC= 0.002691   sigma_CC= 0.072455
sigma_err_CC= 0.002760
0  mean_ECN= 0.799343   mean_err_ECN= 0.014922   sigma_ECN= 0.142145
sigma_err_ECN= 0.015154
1  mean_ECN= 0.801959   mean_err_ECN= 0.009237   sigma_ECN= 0.097489
sigma_err_ECN= 0.008425
0  mean_ECS= 0.799205   mean_err_ECS= 0.011750   sigma_ECS= 0.117831
sigma_err_ECS= 0.008124
1  mean_ECS= 0.787728   mean_err_ECS= 0.012364   sigma_ECS= 0.114048
sigma_err_ECS= 0.012696

sum_eff_b_CC = 0   num_CC = 29843
sum_eff_b_ECN = 0   num_ECN = 2070
sum_eff_b_ECS = 0   num_ECS = 2178



gam+b, newEMscale, xsec weights, 3.1, CSIP param.
.................................................
MyChain.Add("../../results/MC/p14.07.00/IpanemaU/dPhi2.9/Muveto/MCmb0.4_gbpt5_tree_p14.07.00.root");

And here is the covariance matrix:
         1   0.742142   0.591256          0          0
  0.742142          1   0.949432          0          0
  0.591256   0.949432          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.82217 +- 0.00322559
p1 = 0.0849511 +- 0.0132376
p2 = -0.00706493 +- 0.00928905
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 11.9454
 Data points CC,ECN,ECS  = 7,  2,  2
 Total number of entries = 23734
Tagged number of entries = 11445.2
Total number of entries in CC = 22242
Tagged number of entries in CC = 11125.7
Total number of entries in ECN = 381
Tagged number of entries in ECN = 79.298
Total number of entries in ECS = 1111
Tagged number of entries in ECS = 240.192

NCC, NECN, NECS = 0  0  0

EC same sign = 165
EC oppo sign = 7

0  E_mean_CC= 17.495898   E_mean_err_CC= 0.301106
1  E_mean_CC= 23.461434   E_mean_err_CC= 0.278484
2  E_mean_CC= 29.129658   E_mean_err_CC= 0.255314
3  E_mean_CC= 39.781309   E_mean_err_CC= 0.303794
4  E_mean_CC= 57.188720   E_mean_err_CC= 0.396850
5  E_mean_CC= 74.281120   E_mean_err_CC= 0.340526
6  E_mean_CC= 96.405623   E_mean_err_CC= 0.599339


0  mean_CC= 0.649960   mean_err_CC= 0.015739   sigma_CC= 0.179579
sigma_err_CC= 0.016216
1  mean_CC= 0.703846   mean_err_CC= 0.009397   sigma_CC= 0.156255
sigma_err_CC= 0.008979
2  mean_CC= 0.686028   mean_err_CC= 0.007772   sigma_CC= 0.137183
sigma_err_CC= 0.006600
3  mean_CC= 0.739652   mean_err_CC= 0.004645   sigma_CC= 0.119605
sigma_err_CC= 0.004817
4  mean_CC= 0.772474   mean_err_CC= 0.006076   sigma_CC= 0.106122
sigma_err_CC= 0.005924
5  mean_CC= 0.797906   mean_err_CC= 0.003305   sigma_CC= 0.090121
sigma_err_CC= 0.002833
6  mean_CC= 0.818031   mean_err_CC= 0.003169   sigma_CC= 0.090729
sigma_err_CC= 0.003593
0  mean_ECN= 0.731396   mean_err_ECN= 0.022536   sigma_ECN= 0.110009
sigma_err_ECN= 0.019136
1  mean_ECN= 0.764297   mean_err_ECN= 0.015231   sigma_ECN= 0.091710
sigma_err_ECN= 0.014459
0  mean_ECS= 0.727360   mean_err_ECS= 0.018373   sigma_ECS= 0.152501
sigma_err_ECS= 0.012457
1  mean_ECS= 0.779325   mean_err_ECS= 0.019601   sigma_ECS= 0.136482
sigma_err_ECS= 0.025311

sum_eff_b_CC = 15617.8   num_CC = 11125.7
sum_eff_b_ECN = 111.313   num_ECN = 79.298
sum_eff_b_ECS = 337.163   num_ECS = 240.192




gam+c, newEMscale, xsec weights, no tag
.................................................
Here is the error matrix:
    1.9688292e-06   5.538995328e-06   2.859400851e-06                 0                 0
  5.538995328e-06   3.967611801e-05   2.621358051e-05                 0                 0
  2.859400851e-06   2.621358051e-05   2.050040972e-05                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.626704    0.45008          0          0
  0.626704          1   0.919138          0          0
   0.45008   0.919138          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.844244 +- 0.00140315
p1 = 0.0533731 +- 0.00629785
p2 = -0.0215778 +- 0.00452624
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 7.4416
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 30361
Tagged number of entries = 30361
Total number of entries in CC = 28331
Tagged number of entries in CC = 28331
Total number of entries in ECN = 626
Tagged number of entries in ECN = 626
Total number of entries in ECS = 1404
Tagged number of entries in ECS = 1404

NCC, NECN, NECS = 0  0  0

EC same sign = 295
EC oppo sign = 4

0  E_mean_CC= 18.882267   E_mean_err_CC= 0.200125
1  E_mean_CC= 25.259788   E_mean_err_CC= 0.300404
2  E_mean_CC= 33.634562   E_mean_err_CC= 0.256262
3  E_mean_CC= 44.197869   E_mean_err_CC= 0.446876
4  E_mean_CC= 69.795434   E_mean_err_CC= 0.268731
5  E_mean_CC= 78.725246   E_mean_err_CC= 0.261689
6  E_mean_CC= 107.921223   E_mean_err_CC= 0.568173


0  mean_CC= 0.699910   mean_err_CC= 0.006285   sigma_CC= 0.150854   sigma_err_CC= 0.005663
1  mean_CC= 0.729208   mean_err_CC= 0.006269   sigma_CC= 0.149158   sigma_err_CC= 0.005633
2  mean_CC= 0.758017   mean_err_CC= 0.004578   sigma_CC= 0.129459   sigma_err_CC= 0.004026
3  mean_CC= 0.778114   mean_err_CC= 0.004747   sigma_CC= 0.118782   sigma_err_CC= 0.004597
4  mean_CC= 0.826163   mean_err_CC= 0.002146   sigma_CC= 0.097366   sigma_err_CC= 0.001863
5  mean_CC= 0.829498   mean_err_CC= 0.001667   sigma_CC= 0.086730   sigma_err_CC= 0.001390
6  mean_CC= 0.847479   mean_err_CC= 0.001889   sigma_CC= 0.081220   sigma_err_CC= 0.001540
0  mean_ECN= 0.762681   mean_err_ECN= 0.011184   sigma_ECN= 0.137452   sigma_err_ECN= 0.009406
1  mean_ECN= 0.794840   mean_err_ECN= 0.011214   sigma_ECN= 0.092332   sigma_err_ECN= 0.009593
0  mean_ECS= 0.787553   mean_err_ECS= 0.006779   sigma_ECS= 0.125171   sigma_err_ECS= 0.005700
1  mean_ECS= 0.808415   mean_err_ECS= 0.006858   sigma_ECS= 0.100539   sigma_err_ECS= 0.005753

sum_eff_b_CC = 0   num_CC = 28331
sum_eff_b_ECN = 0   num_ECN = 626
sum_eff_b_ECS = 0   num_ECS = 1404











---------------------------
gam+j 2.8
p0 = 0.842335 +- 0.00164543
p1 = 0.0687122 +- 0.00596844
p2 = -0.00250857 +- 0.0040348

gam+j 3.1
p0 = 0.846856 +- 0.002357
p1 = 0.0698091 +- 0.00915969
p2 = -0.00230931 +- 0.00734425

gam+b 2.8
p0 = 0.806679 +- 0.00235204
p1 = 0.0796171 +- 0.00855641
p2 = -0.0132348 +- 0.00540896

gam+b 3.1
0 = 0.82412 +- 0.00371199
p1 = 0.094593 +- 0.0149512
p2 = -0.00771097 +- 0.0105239

data untagged 2.8
p0 = 0.79843 +- 0.000880522
p1 = 0.0834032 +- 0.000662719
p2 = -5.04198e-13 +- 0.000109955

data untagged 3.1
p0 = 0.811456 +- 0.00184355
p1 = 0.0845455 +- 0.00142502
p2 = -3.05506e-14 +- 0.000286151








======================================================================================================
07/20/05

Studying incl. response for all/taggable/non-taggable jets
Results in compare100.C

Data 2.9 no tag
---------------
Here is the error matrix:
   9.54407935e-07   6.950507585e-07   5.328193829e-13                 0                 0
  6.950507585e-07   5.398459249e-07   1.111516043e-12                 0                 0
  5.328193829e-13   1.111516043e-12   5.571151536e-15                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1    0.96831 0.00730702          0          0
   0.96831          1  0.0202679          0          0
0.00730702  0.0202679          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.80039 +- 0.000976937
p1 = 0.0826456 +- 0.000734741
p2 = -1.18753e-11 +- 0.000117275
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 51.3366
 Data points CC,ECN,ECS  = 7,  1,  1
 FCN=11046.7 FROM MIGRAD    STATUS=CONVERGED      75 CALLS          76 TOTAL
otal number of entries = 1.11635e+06
Tagged number of entries = 1.11635e+06
Total number of entries in CC = 721171
Tagged number of entries in CC = 721171
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 196459
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 198722

NCC, NECN, NECS = 0  0  0

EC same sign = 46055
EC oppo sign = 11403

0  E_mean_CC= 19.490637   E_mean_err_CC= 0.017266
1  E_mean_CC= 24.724759   E_mean_err_CC= 0.019423
2  E_mean_CC= 32.508938   E_mean_err_CC= 0.036520
3  E_mean_CC= 43.077666   E_mean_err_CC= 0.062579
4  E_mean_CC= 60.420142   E_mean_err_CC= 0.176138
5  E_mean_CC= 77.524281   E_mean_err_CC= 0.369766
6  E_mean_CC= 102.775276   E_mean_err_CC= 0.666899


0  mean_CC= 0.667270   mean_err_CC= 0.000479   sigma_CC= 0.189520   sigma_err_CC= 0.000459
1  mean_CC= 0.683649   mean_err_CC= 0.000408   sigma_CC= 0.176598   sigma_err_CC= 0.000397
2  mean_CC= 0.706315   mean_err_CC= 0.000575   sigma_CC= 0.159504   sigma_err_CC= 0.000556
3  mean_CC= 0.730666   mean_err_CC= 0.000679   sigma_CC= 0.144229   sigma_err_CC= 0.000600
4  mean_CC= 0.759852   mean_err_CC= 0.001353   sigma_CC= 0.130479   sigma_err_CC= 0.001207
5  mean_CC= 0.782666   mean_err_CC= 0.002298   sigma_CC= 0.119417   sigma_err_CC= 0.002124
6  mean_CC= 0.814632   mean_err_CC= 0.002924   sigma_CC= 0.109917   sigma_err_CC= 0.002772
0  mean_ECN= 0.744379   mean_err_ECN= 0.000634   sigma_ECN= 0.177281   sigma_err_ECN= 0.000620
1  mean_ECN= 0.764722   mean_err_ECN= 0.000741   sigma_ECN= 0.157233   sigma_err_ECN= 0.000656
0  mean_ECS= 0.715713   mean_err_ECS= 0.000584   sigma_ECS= 0.167467   sigma_err_ECS= 0.000538
1  mean_ECS= 0.738110   mean_err_ECS= 0.000727   sigma_ECS= 0.151027   sigma_err_ECS= 0.000668

sum_eff_b_CC = 0   num_CC = 721171
sum_eff_b_ECN = 0   num_ECN = 196459
sum_eff_b_ECS = 0   num_ECS = 198722


Data 2.9 taggable jets only
---------------------------
Here is the error matrix:
  1.132581931e-06   8.349540477e-07   1.066301637e-12                 0                 0
  8.349540477e-07   6.569422274e-07   1.159803206e-12                 0                 0
  1.066301637e-12   1.159803206e-12   2.465972257e-15                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.967975  0.0201767          0          0
  0.967975          1  0.0288155          0          0
 0.0201767  0.0288155          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.798697 +- 0.00106423
p1 = 0.0817501 +- 0.000810518
p2 = -4.76731e-12 +- 0.000129306
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 44.2144
Total number of entries = 1.11635e+06
Tagged number of entries = 865725
Total number of entries in CC = 721171
Tagged number of entries in CC = 616620
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 122812
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 126293

NCC, NECN, NECS = 0  0  0

EC same sign = 32246
EC oppo sign = 6826

0  E_mean_CC= 19.692802   E_mean_err_CC= 0.018624
1  E_mean_CC= 24.913270   E_mean_err_CC= 0.020765
2  E_mean_CC= 32.678887   E_mean_err_CC= 0.038585
3  E_mean_CC= 43.219647   E_mean_err_CC= 0.065586
4  E_mean_CC= 60.538238   E_mean_err_CC= 0.184222
5  E_mean_CC= 77.604883   E_mean_err_CC= 0.388689
6  E_mean_CC= 103.211357   E_mean_err_CC= 0.692114


0  mean_CC= 0.667676   mean_err_CC= 0.000516   sigma_CC= 0.188542   sigma_err_CC= 0.000492
1  mean_CC= 0.684259   mean_err_CC= 0.000434   sigma_CC= 0.175196   sigma_err_CC= 0.000418
2  mean_CC= 0.705918   mean_err_CC= 0.000604   sigma_CC= 0.158289   sigma_err_CC= 0.000582
3  mean_CC= 0.729074   mean_err_CC= 0.000758   sigma_CC= 0.145042   sigma_err_CC= 0.000741
4  mean_CC= 0.759891   mean_err_CC= 0.001499   sigma_CC= 0.128984   sigma_err_CC= 0.001447
5  mean_CC= 0.782305   mean_err_CC= 0.002386   sigma_CC= 0.116874   sigma_err_CC= 0.002179
6  mean_CC= 0.813348   mean_err_CC= 0.003033   sigma_CC= 0.108487   sigma_err_CC= 0.002864
0  mean_ECN= 0.745131   mean_err_ECN= 0.000783   sigma_ECN= 0.174696   sigma_err_ECN= 0.000759
1  mean_ECN= 0.764293   mean_err_ECN= 0.000920   sigma_ECN= 0.156309   sigma_err_ECN= 0.000870
0  mean_ECS= 0.717339   mean_err_ECS= 0.000722   sigma_ECS= 0.165729   sigma_err_ECS= 0.000655
1  mean_ECS= 0.738764   mean_err_ECS= 0.000866   sigma_ECS= 0.150532   sigma_err_ECS= 0.000791

sum_eff_b_CC = 0   num_CC = 616620
sum_eff_b_ECN = 0   num_ECN = 122812
sum_eff_b_ECS = 0   num_ECS = 126293

Data 2.9 non-taggable jets only
-------------------------------
Here is the error matrix:
  9.554070025e-06   6.573414939e-06   4.042282436e-10                 0                 0
  6.573414939e-06   4.780679068e-06   5.086504058e-10                 0                 0
  4.042282436e-10   5.086504058e-10   1.726289574e-11                 0                 0
                0                 0                 0       0.223806434                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1    0.97264  0.0314757          0          0
   0.97264          1  0.0559909          0          0
 0.0314757  0.0559909          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.80204 +- 0.00309093
p1 = 0.0811423 +- 0.00218645
p2 = -3.86167e-09 +- 0.00111675
p3 = 0.952941 +- 0.558657
p4 = 0.94 +- 0.555029
 With chi2 = 16.4063
 Data points CC,ECN,ECS  = 7,  1,  1
 FCN=1941.99 FROM MIGRAD    STATUS=CONVERGED      64 CALLS          65 TOTAL
Total number of entries = 1.11635e+06
Tagged number of entries = 250627
Total number of entries in CC = 721171
Tagged number of entries in CC = 104551
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 73647
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 72429

NCC, NECN, NECS = 0  0  0

EC same sign = 13809
EC oppo sign = 4577

0  E_mean_CC= 18.347212   E_mean_err_CC= 0.045422
1  E_mean_CC= 23.528280   E_mean_err_CC= 0.054272
2  E_mean_CC= 31.249097   E_mean_err_CC= 0.111530
3  E_mean_CC= 41.921276   E_mean_err_CC= 0.204684
4  E_mean_CC= 59.457142   E_mean_err_CC= 0.585185
5  E_mean_CC= 76.949641   E_mean_err_CC= 1.164438
6  E_mean_CC= 99.372556   E_mean_err_CC= 2.287978


0  mean_CC= 0.666611   mean_err_CC= 0.001263   sigma_CC= 0.197889   sigma_err_CC= 0.001207
1  mean_CC= 0.682053   mean_err_CC= 0.001121   sigma_CC= 0.186943   sigma_err_CC= 0.001024
2  mean_CC= 0.710198   mean_err_CC= 0.001728   sigma_CC= 0.171776   sigma_err_CC= 0.001566
3  mean_CC= 0.729853   mean_err_CC= 0.002300   sigma_CC= 0.159086   sigma_err_CC= 0.002112
4  mean_CC= 0.755757   mean_err_CC= 0.004711   sigma_CC= 0.149494   sigma_err_CC= 0.004036
5  mean_CC= 0.788375   mean_err_CC= 0.007130   sigma_CC= 0.130503   sigma_err_CC= 0.005557
6  mean_CC= 0.820908   mean_err_CC= 0.010180   sigma_CC= 0.129335   sigma_err_CC= 0.009324
0  mean_ECN= 0.744008   mean_err_ECN= 0.001033   sigma_ECN= 0.180162   sigma_err_ECN= 0.000937
1  mean_ECN= 0.764502   mean_err_ECN= 0.001384   sigma_ECN= 0.161163   sigma_err_ECN= 0.001267
0  mean_ECS= 0.714105   mean_err_ECS= 0.000963   sigma_ECS= 0.172355   sigma_err_ECS= 0.000875
1  mean_ECS= 0.736620   mean_err_ECS= 0.001338   sigma_ECS= 0.151924   sigma_err_ECS= 0.001244

sum_eff_b_CC = 0   num_CC = 104551
sum_eff_b_ECN = 0   num_ECN = 73647
sum_eff_b_ECS = 0   num_ECS = 72429




Here is the error matrix:
  8.941428962e-06    1.95662813e-05   9.488953335e-06                 0                 0
   1.95662813e-05   0.0001104133865   7.973013732e-05                 0                 0
  9.488953335e-06   7.973013732e-05   6.802739912e-05                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.622722   0.384745          0          0
  0.622722          1   0.919962          0          0
  0.384745   0.919962          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.828205 +- 0.00299019
p1 = 0.0601615 +- 0.0105034
p2 = -0.0054489 +- 0.00821321
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 1.77463



0.0 / 3.1

Here is the error matrix:
  8.490426932e-06   1.872075788e-05   9.220774681e-06                 0                 0
  1.872075788e-05   0.0001115967985   8.309928491e-05                 0                 0
  9.220774681e-06   8.309928491e-05   7.269591831e-05                 0                 0
                0                 0                 0      0.2321565807                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.608181   0.371148          0          0
  0.608181          1   0.922606          0          0
  0.371148   0.922606          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.829158 +- 0.0029138
p1 = 0.0597133 +- 0.0105595
p2 = -0.00621433 +- 0.00849256
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029


3.1 / 3.1

Here is the error matrix:
  4.614915816e-06   1.404884202e-05   7.101117838e-06                 0                 0
  1.404884202e-05   0.0001416389267   9.257728128e-05                 0                 0
  7.101117838e-06   9.257728128e-05   7.139112076e-05                 0                 0
                0                 0                 0        4157172674                 0
                0                 0                 0                 0        4173431023

And here is the covariance matrix:
         1     0.5495   0.391222          0          0
    0.5495          1   0.920642          0          0
  0.391222   0.920642          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.84723 +- 0.00214822
p1 = 0.0619974 +- 0.0118951
p2 = -0.00893956 +- 0.00842644
p3 = 0.92 +- 0.47448
p4 = 0.94 +- 0.379088
 With chi2 = 3.66698


2.5 / 3.1
Here is the error matrix:
  5.555522813e-06   1.273374717e-05   6.061014312e-06                 0                 0
  1.273374717e-05   8.394592232e-05   6.181702662e-05                 0                 0
  6.061014312e-06   6.181702662e-05   5.480358369e-05                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1    0.58965   0.347359          0          0
   0.58965          1   0.911389          0          0
  0.347359   0.911389          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.846856 +- 0.002357
p1 = 0.0698091 +- 0.00915969
p2 = -0.00230931 +- 0.00734425
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029




==================================================================================================
08/05/2005

All diagrams and only quark / gluon diagrams

ALL
===
0.0 / 3.1

Here is the error matrix:
  8.490426932e-06   1.872075788e-05   9.220774681e-06                 0                 0
  1.872075788e-05   0.0001115967985   8.309928491e-05                 0                 0
  9.220774681e-06   8.309928491e-05   7.269591831e-05                 0                 0
                0                 0                 0      0.2321565807                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.608181   0.371148          0          0
  0.608181          1   0.922606          0          0
  0.371148   0.922606          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.829158 +- 0.0029138
p1 = 0.0597133 +- 0.0105595
p2 = -0.00621433 +- 0.00849256
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 1.79996
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 31771
Tagged number of entries = 31771
Total number of entries in CC = 27580
Tagged number of entries in CC = 27580
Total number of entries in ECN = 2038
Tagged number of entries in ECN = 2038
Total number of entries in ECS = 2153
Tagged number of entries in ECS = 2153

NCC, NECN, NECS = 0  0  0

EC same sign = 873
EC oppo sign = 15

0  E_mean_CC= 19.188633   E_mean_err_CC= 0.293527
1  E_mean_CC= 25.062942   E_mean_err_CC= 0.301138
2  E_mean_CC= 33.132793   E_mean_err_CC= 0.178365
3  E_mean_CC= 43.519514   E_mean_err_CC= 0.208090
4  E_mean_CC= 61.534309   E_mean_err_CC= 0.307177
5  E_mean_CC= 78.210311   E_mean_err_CC= 0.383808
6  E_mean_CC= 104.860083   E_mean_err_CC= 0.501649


0  mean_CC= 0.705036   mean_err_CC= 0.013922   sigma_CC= 0.180422   sigma_err_CC= 0.014591
1  mean_CC= 0.739413   mean_err_CC= 0.010233   sigma_CC= 0.151017   sigma_err_CC= 0.009545
2  mean_CC= 0.752965   mean_err_CC= 0.007233   sigma_CC= 0.126888   sigma_err_CC= 0.004667
3  mean_CC= 0.777529   mean_err_CC= 0.003528   sigma_CC= 0.114481   sigma_err_CC= 0.003120
4  mean_CC= 0.796562   mean_err_CC= 0.004149   sigma_CC= 0.102464   sigma_err_CC= 0.003887
5  mean_CC= 0.811784   mean_err_CC= 0.004628   sigma_CC= 0.099472   sigma_err_CC= 0.004887
6  mean_CC= 0.833097   mean_err_CC= 0.003474   sigma_CC= 0.087763   sigma_err_CC= 0.003468
0  mean_ECN= 0.790111   mean_err_ECN= 0.012579   sigma_ECN= 0.134143   sigma_err_ECN= 0.012329
1  mean_ECN= 0.790800   mean_err_ECN= 0.012685   sigma_ECN= 0.104753   sigma_err_ECN= 0.013906
0  mean_ECS= 0.754826   mean_err_ECS= 0.012999   sigma_ECS= 0.129243   sigma_err_ECS= 0.010232
1  mean_ECS= 0.751262   mean_err_ECS= 0.010518   sigma_ECS= 0.101099   sigma_err_ECS= 0.006268

sum_eff_b_CC = 0   num_CC = 27580
sum_eff_b_ECN = 0   num_ECN = 2038
sum_eff_b_ECS = 0   num_ECS = 2153


Quark
=====
0.0 / 3.1
Here is the error matrix:
    2.4921538e-05    2.64942237e-05   1.415492376e-07                 0                 0
   2.64942237e-05   4.655111374e-05   2.252021074e-07                 0                 0
  1.415492376e-07   2.252021074e-07   2.824881799e-08                 0                 0
                0                 0                 0        2238477593                 0
                0                 0                 0                 0        2247232089

And here is the covariance matrix:
         1   0.777855   0.168702          0          0
  0.777855          1   0.196385          0          0
  0.168702   0.196385          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.840932 +- 0.00499199
p1 = 0.0542667 +- 0.00682153
p2 = -1.00413e-07 +- 0.0670954
p3 = 0.92 +- 0.353592
p4 = 0.94 +- 0.458744
 With chi2 = 1.92079
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 8137
Tagged number of entries = 8137
Total number of entries in CC = 6257
Tagged number of entries in CC = 6257
Total number of entries in ECN = 909
Tagged number of entries in ECN = 909
Total number of entries in ECS = 971
Tagged number of entries in ECS = 971

NCC, NECN, NECS = 0  0  0

EC same sign = 486
EC oppo sign = 3

0  E_mean_CC= 19.919107   E_mean_err_CC= 0.390255
1  E_mean_CC= 26.595106   E_mean_err_CC= 0.395424
2  E_mean_CC= 33.564030   E_mean_err_CC= 0.253524
3  E_mean_CC= 44.932424   E_mean_err_CC= 0.305025
4  E_mean_CC= 63.442586   E_mean_err_CC= 0.447026
5  E_mean_CC= 80.228976   E_mean_err_CC= 0.595205
6  E_mean_CC= 107.654215   E_mean_err_CC= 1.097722


0  mean_CC= 0.733537   mean_err_CC= 0.022106   sigma_CC= 0.200976   sigma_err_CC= 0.026784
1  mean_CC= 0.772514   mean_err_CC= 0.015493   sigma_CC= 0.166384   sigma_err_CC= 0.014467
2  mean_CC= 0.787621   mean_err_CC= 0.007621   sigma_CC= 0.118338   sigma_err_CC= 0.004223
3  mean_CC= 0.795978   mean_err_CC= 0.006362   sigma_CC= 0.124350   sigma_err_CC= 0.008233
4  mean_CC= 0.813981   mean_err_CC= 0.007072   sigma_CC= 0.101019   sigma_err_CC= 0.007427
5  mean_CC= 0.825959   mean_err_CC= 0.008108   sigma_CC= 0.102137   sigma_err_CC= 0.009936
6  mean_CC= 0.847960   mean_err_CC= 0.007545   sigma_CC= 0.088889   sigma_err_CC= 0.008672
0  mean_ECN= 0.834217   mean_err_ECN= 0.015635   sigma_ECN= 0.136518   sigma_err_ECN= 0.019059
1  mean_ECN= 0.803986   mean_err_ECN= 0.020723   sigma_ECN= 0.127923   sigma_err_ECN= 0.027777
0  mean_ECS= 0.766735   mean_err_ECS= 0.014279   sigma_ECS= 0.130801   sigma_err_ECS= 0.014875
1  mean_ECS= 0.760796   mean_err_ECS= 0.015709   sigma_ECS= 0.101927   sigma_err_ECS= 0.009244

sum_eff_b_CC = 0   num_CC = 6257
sum_eff_b_ECN = 0   num_ECN = 909
sum_eff_b_ECS = 0   num_ECS = 971


Gluon
=====
0.0 / 3.1

Here is the error matrix:
  1.737799428e-05   2.089852796e-05  -1.431086715e-09                 0                 0
  2.089852796e-05   6.151827295e-05   1.079993141e-07                 0                 0
 -1.431086715e-09   1.079993141e-07   4.615047901e-09                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.639166 -0.00505333          0          0
  0.639166          1   0.202689          0          0
-0.00505333   0.202689          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.818922 +- 0.00416861
p1 = 0.0768773 +- 0.00784191
p2 = -8.39469e-08 +- 0.0136185
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 12.1377
Total number of entries = 13617
Tagged number of entries = 13617
Total number of entries in CC = 12738
Tagged number of entries in CC = 12738
Total number of entries in ECN = 404
Tagged number of entries in ECN = 404
Total number of entries in ECS = 475
Tagged number of entries in ECS = 475

NCC, NECN, NECS = 0  0  0

EC same sign = 85
EC oppo sign = 7

0  E_mean_CC= 18.809958   E_mean_err_CC= 0.849613
1  E_mean_CC= 23.116324   E_mean_err_CC= 0.717781
2  E_mean_CC= 32.641519   E_mean_err_CC= 0.332880
3  E_mean_CC= 41.295860   E_mean_err_CC= 0.420114
4  E_mean_CC= 59.127262   E_mean_err_CC= 0.563745
5  E_mean_CC= 76.770284   E_mean_err_CC= 0.637205
6  E_mean_CC= 103.456893   E_mean_err_CC= 0.703130


0  mean_CC= 0.718588   mean_err_CC= 0.037806   sigma_CC= 0.171967   sigma_err_CC= 0.039534
1  mean_CC= 0.675970   mean_err_CC= 0.022443   sigma_CC= 0.095697   sigma_err_CC= 0.010608
2  mean_CC= 0.757525   mean_err_CC= 0.011429   sigma_CC= 0.136061   sigma_err_CC= 0.011192
3  mean_CC= 0.746345   mean_err_CC= 0.006887   sigma_CC= 0.109742   sigma_err_CC= 0.006750
4  mean_CC= 0.761027   mean_err_CC= 0.009178   sigma_CC= 0.107826   sigma_err_CC= 0.008833
5  mean_CC= 0.805448   mean_err_CC= 0.006801   sigma_CC= 0.104344   sigma_err_CC= 0.007707
6  mean_CC= 0.821765   mean_err_CC= 0.005163   sigma_CC= 0.085387   sigma_err_CC= 0.005035
0  mean_ECN= 0.770387   mean_err_ECN= 0.015553   sigma_ECN= 0.058087   sigma_err_ECN= 0.019664
1  mean_ECN= 0.802324   mean_err_ECN= 0.032790   sigma_ECN= 0.077815   sigma_err_ECN= 0.016782
0  mean_ECS= 0.743124   mean_err_ECS= 0.027902   sigma_ECS= 0.134441   sigma_err_ECS= 0.024494
1  mean_ECS= 0.732883   mean_err_ECS= 0.134166   sigma_ECS= 0.287996   sigma_err_ECS= 0.309139

sum_eff_b_CC = 0   num_CC = 12738
sum_eff_b_ECN = 0   num_ECN = 404
sum_eff_b_ECS = 0   num_ECS = 475





==================================================================================================
09/09/2005

All diagrams and only quark / gluon diagrams

gj ALL  2.5/2.9
===============
Here is the error matrix:
  5.208597244e-06   1.212349168e-05   6.058398231e-06                 0                 0
  1.212349168e-05    5.61748924e-05   3.717518863e-05                 0                 0
  6.058398231e-06   3.717518863e-05    2.83837332e-05                 0                 0
                0                 0                 0      0.2321565807                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.708755   0.498268          0          0
  0.708755          1   0.930995          0          0
  0.498268   0.930995          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.823763 +- 0.00228222
p1 = 0.0539852 +- 0.00749325
p2 = -0.00827614 +- 0.00532145
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 2.26581
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 70306
Tagged number of entries = 70306
Total number of entries in CC = 56986
Tagged number of entries in CC = 56986
Total number of entries in ECN = 6638
Tagged number of entries in ECN = 6638
Total number of entries in ECS = 6682
Tagged number of entries in ECS = 6682

NCC, NECN, NECS = 0  0  0

EC same sign = 2939
EC oppo sign = 49

0  E_mean_CC= 19.077329   E_mean_err_CC= 0.159853
1  E_mean_CC= 24.378347   E_mean_err_CC= 0.175437
2  E_mean_CC= 32.732215   E_mean_err_CC= 0.111459
3  E_mean_CC= 42.772417   E_mean_err_CC= 0.134834
4  E_mean_CC= 59.367802   E_mean_err_CC= 0.245485
5  E_mean_CC= 76.057194   E_mean_err_CC= 0.302807
6  E_mean_CC= 100.848240   E_mean_err_CC= 0.384517


0  mean_CC= 0.711689   mean_err_CC= 0.007311   sigma_CC= 0.170724   sigma_err_CC= 0.007149
1  mean_CC= 0.729327   mean_err_CC= 0.005407   sigma_CC= 0.152339   sigma_err_CC= 0.005301
2  mean_CC= 0.752444   mean_err_CC= 0.005382   sigma_CC= 0.135591   sigma_err_CC= 0.005076
3  mean_CC= 0.773766   mean_err_CC= 0.002311   sigma_CC= 0.115476   sigma_err_CC= 0.002130
4  mean_CC= 0.789749   mean_err_CC= 0.003031   sigma_CC= 0.103445   sigma_err_CC= 0.002731
5  mean_CC= 0.809332   mean_err_CC= 0.003223   sigma_CC= 0.099071   sigma_err_CC= 0.003445
6  mean_CC= 0.824486   mean_err_CC= 0.002506   sigma_CC= 0.088222   sigma_err_CC= 0.002486
0  mean_ECN= 0.789893   mean_err_ECN= 0.006926   sigma_ECN= 0.137490   sigma_err_ECN= 0.006411
1  mean_ECN= 0.789769   mean_err_ECN= 0.006526   sigma_ECN= 0.114745   sigma_err_ECN= 0.006743
0  mean_ECS= 0.760528   mean_err_ECS= 0.005940   sigma_ECS= 0.129410   sigma_err_ECS= 0.005473
1  mean_ECS= 0.772182   mean_err_ECS= 0.007636   sigma_ECS= 0.099077   sigma_err_ECS= 0.005614



gj Only Quark, 2.5/2.9
======================
ere is the error matrix:
   2.04526172e-05    4.50870259e-05   2.202430209e-05                 0                 0
   4.50870259e-05   0.0001663487015    0.000105246907                 0                 0
  2.202430209e-05    0.000105246907   7.663791213e-05                 0                 0
                0                 0                 0      0.2321565807                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.772979   0.556296          0          0
  0.772979          1   0.932133          0          0
  0.556296   0.932133          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.82016 +- 0.00452235
p1 = 0.0479898 +- 0.0128877
p2 = -0.00749806 +- 0.00872406
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 3.94939
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 18568
Tagged number of entries = 18568
Total number of entries in CC = 13912
Tagged number of entries in CC = 13912
Total number of entries in ECN = 2340
Tagged number of entries in ECN = 2340
Total number of entries in ECS = 2316
Tagged number of entries in ECS = 2316

NCC, NECN, NECS = 0  0  0

EC same sign = 1129
EC oppo sign = 15

0  E_mean_CC= 18.216006   E_mean_err_CC= 0.270489
1  E_mean_CC= 23.496422   E_mean_err_CC= 0.291401
2  E_mean_CC= 31.521897   E_mean_err_CC= 0.202114
3  E_mean_CC= 42.413933   E_mean_err_CC= 0.228578
4  E_mean_CC= 57.745359   E_mean_err_CC= 0.472502
5  E_mean_CC= 75.279071   E_mean_err_CC= 0.598407
6  E_mean_CC= 99.356386   E_mean_err_CC= 0.786255


0  mean_CC= 0.700262   mean_err_CC= 0.014805   sigma_CC= 0.175234   sigma_err_CC= 0.013262
1  mean_CC= 0.741539   mean_err_CC= 0.007400   sigma_CC= 0.135767   sigma_err_CC= 0.006784
2  mean_CC= 0.748507   mean_err_CC= 0.008553   sigma_CC= 0.130186   sigma_err_CC= 0.008083
3  mean_CC= 0.775258   mean_err_CC= 0.003084   sigma_CC= 0.112533   sigma_err_CC= 0.003082
4  mean_CC= 0.786509   mean_err_CC= 0.005098   sigma_CC= 0.103045   sigma_err_CC= 0.004404
5  mean_CC= 0.805585   mean_err_CC= 0.006308   sigma_CC= 0.098539   sigma_err_CC= 0.006307
6  mean_CC= 0.821168   mean_err_CC= 0.004873   sigma_CC= 0.085670   sigma_err_CC= 0.004422
0  mean_ECN= 0.760366   mean_err_ECN= 0.010643   sigma_ECN= 0.126337   sigma_err_ECN= 0.009347
1  mean_ECN= 0.788349   mean_err_ECN= 0.008707   sigma_ECN= 0.091580   sigma_err_ECN= 0.008545
0  mean_ECS= 0.730984   mean_err_ECS= 0.010571   sigma_ECS= 0.125324   sigma_err_ECS= 0.011155
1  mean_ECS= 0.750390   mean_err_ECS= 0.010907   sigma_ECS= 0.111672   sigma_err_ECS= 0.008753



gj Only Gluon, 2.5/2.9
======================
Here is the error matrix:
  6.678615684e-06   1.592121501e-05   8.058281816e-06                 0                 0
  1.592121501e-05   8.082084148e-05   5.466577521e-05                 0                 0
  8.058281816e-06   5.466577521e-05   4.253906641e-05                 0                 0
                0                 0                 0      0.2321565807                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.685285   0.478085          0          0
  0.685285          1   0.932309          0          0
  0.478085   0.932309          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.825943 +- 0.00258428
p1 = 0.060072 +- 0.00898732
p2 = -0.00465099 +- 0.00650215
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 3.08993
 Data points CC,ECN,ECS  = 7,  1,  1
Total number of entries = 51738
Tagged number of entries = 51738
Total number of entries in CC = 43074
Tagged number of entries in CC = 43074
Total number of entries in ECN = 4298
Tagged number of entries in ECN = 4298
Total number of entries in ECS = 4366
Tagged number of entries in ECS = 4366

NCC, NECN, NECS = 0  0  0

EC same sign = 1810
EC oppo sign = 34

0  E_mean_CC= 19.698770   E_mean_err_CC= 0.193168
1  E_mean_CC= 25.037550   E_mean_err_CC= 0.214560
2  E_mean_CC= 33.595557   E_mean_err_CC= 0.127318
3  E_mean_CC= 42.995472   E_mean_err_CC= 0.166193
4  E_mean_CC= 60.410857   E_mean_err_CC= 0.270202
5  E_mean_CC= 76.482363   E_mean_err_CC= 0.338407
6  E_mean_CC= 101.601209   E_mean_err_CC= 0.430272


0  mean_CC= 0.720037   mean_err_CC= 0.007596   sigma_CC= 0.166514   sigma_err_CC= 0.007770
1  mean_CC= 0.727220   mean_err_CC= 0.006993   sigma_CC= 0.153243   sigma_err_CC= 0.006219
2  mean_CC= 0.754635   mean_err_CC= 0.006335   sigma_CC= 0.136978   sigma_err_CC= 0.005197
3  mean_CC= 0.773773   mean_err_CC= 0.003038   sigma_CC= 0.117898   sigma_err_CC= 0.002743
4  mean_CC= 0.790956   mean_err_CC= 0.003526   sigma_CC= 0.103949   sigma_err_CC= 0.003403
5  mean_CC= 0.812032   mean_err_CC= 0.003489   sigma_CC= 0.098782   sigma_err_CC= 0.003397
6  mean_CC= 0.826453   mean_err_CC= 0.002936   sigma_CC= 0.088667   sigma_err_CC= 0.002918
0  mean_ECN= 0.807958   mean_err_ECN= 0.007741   sigma_ECN= 0.137090   sigma_err_ECN= 0.007572
1  mean_ECN= 0.790734   mean_err_ECN= 0.007099   sigma_ECN= 0.110133   sigma_err_ECN= 0.005122
0  mean_ECS= 0.766768   mean_err_ECS= 0.006617   sigma_ECS= 0.119209   sigma_err_ECS= 0.006875
1  mean_ECS= 0.781621   mean_err_ECS= 0.007305   sigma_ECS= 0.090845   sigma_err_ECS= 0.005129

sum_eff_b_CC = 0   num_CC = 43074
sum_eff_b_ECN = 0   num_ECN = 4298
sum_eff_b_ECS = 0   num_ECS = 4366



gb ALL  2.5/2.9
===============
Here is the error matrix:
  5.972541097e-06   1.561858933e-05   7.468958502e-06                 0                 0
  1.561858933e-05   6.632448804e-05   3.658834472e-05                 0                 0
  7.468958502e-06   3.658834472e-05   2.187890033e-05                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.784739   0.653383          0          0
  0.784739          1    0.96049          0          0
  0.653383    0.96049          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.791139 +- 0.00244386
p1 = 0.0756131 +- 0.00814234
p2 = -0.00815549 +- 0.00467324
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 10.3993
 Data points CC,ECN,ECS  = 7,  2,  2
otal number of entries = 68501
Tagged number of entries = 68501
Total number of entries in CC = 62007
Tagged number of entries in CC = 62007
Total number of entries in ECN = 1833
Tagged number of entries in ECN = 1833
Total number of entries in ECS = 4661
Tagged number of entries in ECS = 4661

NCC, NECN, NECS = 0  0  0

EC same sign = 840
EC oppo sign = 22

0  E_mean_CC= 15.876072   E_mean_err_CC= 0.131444
1  E_mean_CC= 21.108933   E_mean_err_CC= 0.143341
2  E_mean_CC= 27.845720   E_mean_err_CC= 0.128257
3  E_mean_CC= 37.959117   E_mean_err_CC= 0.158557
4  E_mean_CC= 54.582294   E_mean_err_CC= 0.223638
5  E_mean_CC= 70.577884   E_mean_err_CC= 0.216389
6  E_mean_CC= 92.334012   E_mean_err_CC= 0.363960


0  mean_CC= 0.629813   mean_err_CC= 0.005375   sigma_CC= 0.157149   sigma_err_CC= 0.003948
1  mean_CC= 0.653902   mean_err_CC= 0.004910   sigma_CC= 0.164247   sigma_err_CC= 0.004564
2  mean_CC= 0.675001   mean_err_CC= 0.004374   sigma_CC= 0.136099   sigma_err_CC= 0.004439
3  mean_CC= 0.706801   mean_err_CC= 0.003229   sigma_CC= 0.133408   sigma_err_CC= 0.002728
4  mean_CC= 0.747114   mean_err_CC= 0.004161   sigma_CC= 0.119727   sigma_err_CC= 0.003996
5  mean_CC= 0.768561   mean_err_CC= 0.002554   sigma_CC= 0.105946   sigma_err_CC= 0.002153
6  mean_CC= 0.782317   mean_err_CC= 0.002243   sigma_CC= 0.108954   sigma_err_CC= 0.001991
0  mean_ECN= 0.664785   mean_err_ECN= 0.018903   sigma_ECN= 0.153002   sigma_err_ECN= 0.009927
1  mean_ECN= 0.723545   mean_err_ECN= 0.012311   sigma_ECN= 0.125117   sigma_err_ECN= 0.012205
0  mean_ECS= 0.687773   mean_err_ECS= 0.009967   sigma_ECS= 0.156069   sigma_err_ECS= 0.009850
1  mean_ECS= 0.729790   mean_err_ECS= 0.006978   sigma_ECS= 0.123277   sigma_err_ECS= 0.007307

sum_eff_b_CC = 0   num_CC = 62007
sum_eff_b_ECN = 0   num_ECN = 1833
sum_eff_b_ECS = 0   num_ECS = 4661



gb Only Quark, 2.5/2.9
======================
Here is the error matrix:
  1.005804966e-05   2.468814499e-05   1.093879774e-05                 0                 0
  2.468814499e-05   9.959801362e-05   5.090571095e-05                 0                 0
  1.093879774e-05   5.090571095e-05   2.822924097e-05                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.780021   0.649177          0          0
  0.780021          1   0.960045          0          0
  0.649177   0.960045          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.786973 +- 0.00317141
p1 = 0.0869318 +- 0.00997721
p2 = -0.0030666 +- 0.00529673
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 6.11895
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 39905
Tagged number of entries = 39905
Total number of entries in CC = 36655
Tagged number of entries in CC = 36655
Total number of entries in ECN = 926
Tagged number of entries in ECN = 926
Total number of entries in ECS = 2324
Tagged number of entries in ECS = 2324

NCC, NECN, NECS = 0  0  0

EC same sign = 391
EC oppo sign = 11

0  E_mean_CC= 14.006234   E_mean_err_CC= 0.173220
1  E_mean_CC= 19.315368   E_mean_err_CC= 0.191890
2  E_mean_CC= 25.651076   E_mean_err_CC= 0.176502
3  E_mean_CC= 35.589696   E_mean_err_CC= 0.207965
4  E_mean_CC= 51.021449   E_mean_err_CC= 0.304019
5  E_mean_CC= 67.451242   E_mean_err_CC= 0.287252
6  E_mean_CC= 88.830258   E_mean_err_CC= 0.437996


0  mean_CC= 0.609147   mean_err_CC= 0.007035   sigma_CC= 0.139264   sigma_err_CC= 0.004394
1  mean_CC= 0.635370   mean_err_CC= 0.006316   sigma_CC= 0.154223   sigma_err_CC= 0.006375
2  mean_CC= 0.658271   mean_err_CC= 0.005580   sigma_CC= 0.128786   sigma_err_CC= 0.005606
3  mean_CC= 0.689872   mean_err_CC= 0.004876   sigma_CC= 0.133633   sigma_err_CC= 0.004955
4  mean_CC= 0.729763   mean_err_CC= 0.005797   sigma_CC= 0.118265   sigma_err_CC= 0.005161
5  mean_CC= 0.759149   mean_err_CC= 0.003803   sigma_CC= 0.105147   sigma_err_CC= 0.003021
6  mean_CC= 0.774349   mean_err_CC= 0.002655   sigma_CC= 0.106356   sigma_err_CC= 0.002262
0  mean_ECN= 0.681504   mean_err_ECN= 0.016079   sigma_ECN= 0.128667   sigma_err_ECN= 0.010482
1  mean_ECN= 0.719886   mean_err_ECN= 0.013448   sigma_ECN= 0.114528   sigma_err_ECN= 0.011449
0  mean_ECS= 0.654735   mean_err_ECS= 0.012458   sigma_ECS= 0.143665   sigma_err_ECS= 0.011444
1  mean_ECS= 0.737231   mean_err_ECS= 0.008194   sigma_ECS= 0.100815   sigma_err_ECS= 0.004112

sum_eff_b_CC = 0   num_CC = 36655
sum_eff_b_ECN = 0   num_ECN = 926
sum_eff_b_ECS = 0   num_ECS = 2324


gb Only Gluon, 2.5/2.9
======================
Here is the error matrix:
  8.997805111e-06   2.609490003e-05    1.36853583e-05                 0                 0
  2.609490003e-05    0.000123820171    7.52518142e-05                 0                 0
   1.36853583e-05    7.52518142e-05   5.063555313e-05                 0                 0
                0                 0                 0            0.2352                 0
                0                 0                 0                 0            0.2288

And here is the covariance matrix:
         1   0.781793   0.641151          0          0
  0.781793          1   0.950372          0          0
  0.641151   0.950372          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.802851 +- 0.00299961
p1 = 0.0568875 +- 0.011122
p2 = -0.021585 +- 0.00711005
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 1.3592
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 28596
Tagged number of entries = 28596
Total number of entries in CC = 25352
Tagged number of entries in CC = 25352
Total number of entries in ECN = 907
Tagged number of entries in ECN = 907
Total number of entries in ECS = 2337
Tagged number of entries in ECS = 2337

NCC, NECN, NECS = 0  0  0

EC same sign = 449
EC oppo sign = 11

0  E_mean_CC= 18.012839   E_mean_err_CC= 0.178655
1  E_mean_CC= 23.226822   E_mean_err_CC= 0.200381
2  E_mean_CC= 31.302719   E_mean_err_CC= 0.166808
3  E_mean_CC= 41.379184   E_mean_err_CC= 0.225850
4  E_mean_CC= 60.465968   E_mean_err_CC= 0.291861
5  E_mean_CC= 75.779851   E_mean_err_CC= 0.302603
6  E_mean_CC= 99.665266   E_mean_err_CC= 0.614454


0  mean_CC= 0.644590   mean_err_CC= 0.008340   sigma_CC= 0.173303   sigma_err_CC= 0.007115
1  mean_CC= 0.674891   mean_err_CC= 0.007661   sigma_CC= 0.172018   sigma_err_CC= 0.007035
2  mean_CC= 0.704049   mean_err_CC= 0.006125   sigma_CC= 0.139469   sigma_err_CC= 0.005439
3  mean_CC= 0.734759   mean_err_CC= 0.003593   sigma_CC= 0.129708   sigma_err_CC= 0.003646
4  mean_CC= 0.773200   mean_err_CC= 0.005422   sigma_CC= 0.121611   sigma_err_CC= 0.005456
5  mean_CC= 0.785802   mean_err_CC= 0.002473   sigma_CC= 0.105549   sigma_err_CC= 0.002181
6  mean_CC= 0.801506   mean_err_CC= 0.003568   sigma_CC= 0.107238   sigma_err_CC= 0.003196
0  mean_ECN= 0.745275   mean_err_ECN= 0.014377   sigma_ECN= 0.134598   sigma_err_ECN= 0.011838
1  mean_ECN= 0.806673   mean_err_ECN= 0.011627   sigma_ECN= 0.095326   sigma_err_ECN= 0.007352
0  mean_ECS= 0.730364   mean_err_ECS= 0.019079   sigma_ECS= 0.182291   sigma_err_ECS= 0.024397
1  mean_ECS= 0.762179   mean_err_ECS= 0.012322   sigma_ECS= 0.120516   sigma_err_ECS= 0.012859

sum_eff_b_CC = 0   num_CC = 25352
sum_eff_b_ECN = 0   num_ECN = 907
sum_eff_b_ECS = 0   num_ECS = 2337





================================================================================
================================================================================
================================================================================
09/20/05

Testing CAF:
------------
JCCB
Here is the error matrix:
  3.144600796e-06    3.33975682e-06     6.5752647e-07  -4.264765484e-06  -4.190334129e-06
   3.33975682e-06   6.523711402e-06   2.924659309e-06  -4.993628019e-06  -4.887443615e-06
    6.5752647e-07   2.924659309e-06   1.923790871e-06  -1.251137417e-06  -1.215829778e-06
 -4.264765484e-06  -4.993628019e-06  -1.251137417e-06   7.884446308e-06    5.75244905e-06
 -4.190334129e-06  -4.887443615e-06  -1.215829778e-06    5.75244905e-06   7.736652493e-06

And here is the covariance matrix:
         1   0.737369   0.267332  -0.856499  -0.849551
  0.737369          1   0.825561  -0.696279  -0.687952
  0.267332   0.825561          1  -0.321248   -0.31515
 -0.856499  -0.696279  -0.321248          1    0.73653
 -0.849551  -0.687952   -0.31515    0.73653          1

Minimum at:
p0 = 0.746115 +- 0.0017733
p1 = 0.0442193 +- 0.00255407
p2 = -0.0014279 +- 0.00138638
p3 = 0.93573 +- 0.00280789
p4 = 0.926711 +- 0.00278145
 With chi2 = 543.237
 Data points CC,ECN,ECS  = 12,  9,  9

Total number of entries = 179639
Tagged number of entries = 179639
Total number of entries in CC = 124667
Tagged number of entries in CC = 124667
Total number of entries in ECN = 27737
Tagged number of entries in ECN = 27737
Total number of entries in ECS = 27235
Tagged number of entries in ECS = 27235

NCC, NECN, NECS = 0  0  0

EC same sign = 8421
EC oppo sign = 1959

0  E_mean_CC= 11.964614   E_mean_err_CC= 0.285573
1  E_mean_CC= 12.918133   E_mean_err_CC= 0.223354
2  E_mean_CC= 15.032943   E_mean_err_CC= 0.163126
3  E_mean_CC= 17.357579   E_mean_err_CC= 0.130618
4  E_mean_CC= 20.846466   E_mean_err_CC= 0.126151
5  E_mean_CC= 25.846075   E_mean_err_CC= 0.044126
6  E_mean_CC= 33.180581   E_mean_err_CC= 0.060567
7  E_mean_CC= 44.901790   E_mean_err_CC= 0.139121
8  E_mean_CC= 58.122728   E_mean_err_CC= 0.266927
9  E_mean_CC= 73.566096   E_mean_err_CC= 0.660597
10  E_mean_CC= 89.164117   E_mean_err_CC= 0.945294
11  E_mean_CC= 108.359104   E_mean_err_CC= 1.633299

0  mean_CC= 0.834118   mean_err_CC= 0.018258   sigma_CC= 0.315096   sigma_err_CC= 0.013454
1  mean_CC= 0.735569   mean_err_CC= 0.010156   sigma_CC= 0.255812   sigma_err_CC= 0.009537
2  mean_CC= 0.704271   mean_err_CC= 0.005745   sigma_CC= 0.214240   sigma_err_CC= 0.004194
3  mean_CC= 0.673566   mean_err_CC= 0.003892   sigma_CC= 0.199506   sigma_err_CC= 0.003106
4  mean_CC= 0.670327   mean_err_CC= 0.002958   sigma_CC= 0.182907   sigma_err_CC= 0.002232
5  mean_CC= 0.680186   mean_err_CC= 0.000886   sigma_CC= 0.175958   sigma_err_CC= 0.000871
6  mean_CC= 0.690953   mean_err_CC= 0.000901   sigma_CC= 0.158262   sigma_err_CC= 0.000903
7  mean_CC= 0.714173   mean_err_CC= 0.001513   sigma_CC= 0.138456   sigma_err_CC= 0.001384
8  mean_CC= 0.732091   mean_err_CC= 0.002109   sigma_CC= 0.123402   sigma_err_CC= 0.002014
9  mean_CC= 0.749467   mean_err_CC= 0.003945   sigma_CC= 0.111582   sigma_err_CC= 0.003757
10  mean_CC= 0.762126   mean_err_CC= 0.004606   sigma_CC= 0.106084   sigma_err_CC= 0.004198
11  mean_CC= 0.777962   mean_err_CC= 0.007213   sigma_CC= 0.104495   sigma_err_CC= 0.006137
0  mean_ECN= 0.760901   mean_err_ECN= 0.018042   sigma_ECN= 0.263180   sigma_err_ECN= 0.014904
1  mean_ECN= 0.716972   mean_err_ECN= 0.012437   sigma_ECN= 0.204130   sigma_err_ECN= 0.010220
2  mean_ECN= 0.687461   mean_err_ECN= 0.006884   sigma_ECN= 0.186469   sigma_err_ECN= 0.005934
3  mean_ECN= 0.683141   mean_err_ECN= 0.005067   sigma_ECN= 0.180765   sigma_err_ECN= 0.004405
4  mean_ECN= 0.684043   mean_err_ECN= 0.002521   sigma_ECN= 0.167118   sigma_err_ECN= 0.002436
5  mean_ECN= 0.689892   mean_err_ECN= 0.002068   sigma_ECN= 0.156518   sigma_err_ECN= 0.002008
6  mean_ECN= 0.694524   mean_err_ECN= 0.001912   sigma_ECN= 0.147854   sigma_err_ECN= 0.001936
7  mean_ECN= 0.711676   mean_err_ECN= 0.003028   sigma_ECN= 0.129444   sigma_err_ECN= 0.002973
8  mean_ECN= 0.704100   mean_err_ECN= 0.008978   sigma_ECN= 0.084995   sigma_err_ECN= 0.009825
0  mean_ECS= 0.730511   mean_err_ECS= 0.016696   sigma_ECS= 0.246385   sigma_err_ECS= 0.016717
1  mean_ECS= 0.721377   mean_err_ECS= 0.011017   sigma_ECS= 0.213900   sigma_err_ECS= 0.008568
2  mean_ECS= 0.706414   mean_err_ECS= 0.006578   sigma_ECS= 0.194331   sigma_err_ECS= 0.004929
3  mean_ECS= 0.697553   mean_err_ECS= 0.005578   sigma_ECS= 0.191790   sigma_err_ECS= 0.005686
4  mean_ECS= 0.694085   mean_err_ECS= 0.002477   sigma_ECS= 0.164537   sigma_err_ECS= 0.002347
5  mean_ECS= 0.693797   mean_err_ECS= 0.002153   sigma_ECS= 0.159994   sigma_err_ECS= 0.002201
6  mean_ECS= 0.701366   mean_err_ECS= 0.001795   sigma_ECS= 0.140274   sigma_err_ECS= 0.001692
7  mean_ECS= 0.716065   mean_err_ECS= 0.002915   sigma_ECS= 0.126708   sigma_err_ECS= 0.002711
8  mean_ECS= 0.715862   mean_err_ECS= 0.012551   sigma_ECS= 0.104197   sigma_err_ECS= 0.011495

sum_eff_b_CC = 0   num_CC = 124667
sum_eff_b_ECN = 0   num_ECN = 27737
sum_eff_b_ECS = 0   num_ECS = 27235


Compare to 'official' p14 TopTree results:
------------------------------------------
Here is the error matrix:
  8.897467544e-07   7.820306149e-07   1.171350017e-07  -1.040573247e-06  -1.110241998e-06
  7.820306149e-07   1.309259443e-06   5.069693223e-07  -9.476060627e-07   -1.03679204e-06
  1.171350017e-07   5.069693223e-07   2.973470368e-07  -1.610243945e-07  -1.883549968e-07
 -1.040573247e-06  -9.476060627e-07  -1.610243945e-07   1.636218193e-06   1.302026116e-06
 -1.110241998e-06   -1.03679204e-06  -1.883549968e-07   1.302026116e-06   1.864841316e-06

And here is the covariance matrix:
         1   0.724566   0.227731   -0.86242  -0.861913
  0.724566          1   0.812526  -0.647432  -0.663526
  0.227731   0.812526          1  -0.230855  -0.252944
  -0.86242  -0.647432  -0.230855          1   0.745381
 -0.861913  -0.663526  -0.252944   0.745381          1

Minimum at:
p0 = 0.78858 +- 0.000943263
p1 = 0.0614188 +- 0.00114422
p2 = -0.00558982 +- 0.000545286
p3 = 0.928768 +- 0.00127914
p4 = 0.962128 +- 0.00136559
 With chi2 = 467.756
otal number of entries = 757426
Tagged number of entries = 757426
Total number of entries in CC = 490310
Tagged number of entries in CC = 490310
Total number of entries in ECN = 132816
Tagged number of entries in ECN = 132816
Total number of entries in ECS = 134300
Tagged number of entries in ECS = 134300

NCC, NECN, NECS = 0  0  0

EC same sign = 31705
EC oppo sign = 7431

0  E_mean_CC= 8.683651   E_mean_err_CC= 0.054433
1  E_mean_CC= 10.131755   E_mean_err_CC= 0.059210
2  E_mean_CC= 12.915597   E_mean_err_CC= 0.059407
3  E_mean_CC= 16.991442   E_mean_err_CC= 0.040560
4  E_mean_CC= 19.701200   E_mean_err_CC= 0.020961
5  E_mean_CC= 25.073481   E_mean_err_CC= 0.023288
6  E_mean_CC= 34.232805   E_mean_err_CC= 0.040268
7  E_mean_CC= 47.012195   E_mean_err_CC= 0.097932
8  E_mean_CC= 61.349709   E_mean_err_CC= 0.190568
9  E_mean_CC= 77.590398   E_mean_err_CC= 0.436715
10  E_mean_CC= 93.819721   E_mean_err_CC= 0.642603
11  E_mean_CC= 116.806437   E_mean_err_CC= 1.202397


0  mean_CC= 0.647996   mean_err_CC= 0.004838   sigma_CC= 0.319403   sigma_err_CC= 0.004626
1  mean_CC= 0.648180   mean_err_CC= 0.003925   sigma_CC= 0.286031   sigma_err_CC= 0.003684
2  mean_CC= 0.642894   mean_err_CC= 0.002774   sigma_CC= 0.240815   sigma_err_CC= 0.002628
3  mean_CC= 0.666860   mean_err_CC= 0.001347   sigma_CC= 0.202572   sigma_err_CC= 0.001217
4  mean_CC= 0.673697   mean_err_CC= 0.000575   sigma_CC= 0.192396   sigma_err_CC= 0.000535
5  mean_CC= 0.689092   mean_err_CC= 0.000492   sigma_CC= 0.175966   sigma_err_CC= 0.000475
6  mean_CC= 0.715484   mean_err_CC= 0.000602   sigma_CC= 0.156797   sigma_err_CC= 0.000572
7  mean_CC= 0.742459   mean_err_CC= 0.001046   sigma_CC= 0.140203   sigma_err_CC= 0.000992
8  mean_CC= 0.766308   mean_err_CC= 0.001542   sigma_CC= 0.129423   sigma_err_CC= 0.001372
9  mean_CC= 0.788168   mean_err_CC= 0.002905   sigma_CC= 0.121433   sigma_err_CC= 0.002638
10  mean_CC= 0.809396   mean_err_CC= 0.003533   sigma_CC= 0.113577   sigma_err_CC= 0.003452
11  mean_CC= 0.826618   mean_err_CC= 0.005157   sigma_CC= 0.105541   sigma_err_CC= 0.004574
0  mean_ECN= 0.722720   mean_err_ECN= 0.006173   sigma_ECN= 0.290327   sigma_err_ECN= 0.005493
1  mean_ECN= 0.722766   mean_err_ECN= 0.004820   sigma_ECN= 0.247259   sigma_err_ECN= 0.004552
2  mean_ECN= 0.733993   mean_err_ECN= 0.002054   sigma_ECN= 0.198664   sigma_err_ECN= 0.001944
3  mean_ECN= 0.741634   mean_err_ECN= 0.001586   sigma_ECN= 0.184167   sigma_err_ECN= 0.001477
4  mean_ECN= 0.748551   mean_err_ECN= 0.001141   sigma_ECN= 0.176452   sigma_err_ECN= 0.001115
5  mean_ECN= 0.760817   mean_err_ECN= 0.001096   sigma_ECN= 0.167744   sigma_err_ECN= 0.001017
6  mean_ECN= 0.772007   mean_err_ECN= 0.001123   sigma_ECN= 0.155930   sigma_err_ECN= 0.001061
7  mean_ECN= 0.786685   mean_err_ECN= 0.001863   sigma_ECN= 0.136751   sigma_err_ECN= 0.001695
8  mean_ECN= 0.803484   mean_err_ECN= 0.007586   sigma_ECN= 0.118724   sigma_err_ECN= 0.006035
0  mean_ECS= 0.685784   mean_err_ECS= 0.005841   sigma_ECS= 0.277770   sigma_err_ECS= 0.005386
1  mean_ECS= 0.694370   mean_err_ECS= 0.004971   sigma_ECS= 0.246787   sigma_err_ECS= 0.004555
2  mean_ECS= 0.703259   mean_err_ECS= 0.001906   sigma_ECS= 0.189306   sigma_err_ECS= 0.001740
3  mean_ECS= 0.712444   mean_err_ECS= 0.001446   sigma_ECS= 0.175588   sigma_err_ECS= 0.001316
4  mean_ECS= 0.720171   mean_err_ECS= 0.001055   sigma_ECS= 0.166229   sigma_err_ECS= 0.000973
5  mean_ECS= 0.731040   mean_err_ECS= 0.001053   sigma_ECS= 0.159987   sigma_err_ECS= 0.001013
6  mean_ECS= 0.745048   mean_err_ECS= 0.001060   sigma_ECS= 0.149457   sigma_err_ECS= 0.000966
7  mean_ECS= 0.761540   mean_err_ECS= 0.001700   sigma_ECS= 0.130315   sigma_err_ECS= 0.001499
8  mean_ECS= 0.773066   mean_err_ECS= 0.006827   sigma_ECS= 0.097007   sigma_err_ECS= 0.006462

sum_eff_b_CC = 0   num_CC = 490310
sum_eff_b_ECN = 0   num_ECN = 132816
sum_eff_b_ECS = 0   num_ECS = 134300





============================================================
10/09/2005

dPhi>3.1

all hadronic:
p0 = 0.834438 +- 0.00270025
p1 = 0.0812757 +- 0.0120433
p2 = -0.00943295 +- 0.00894838
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 11.1886

inclusive:
p0 = 0.808227 +- 0.00398541
p1 = 0.0895415 +- 0.014886
p2 = -0.00565214 +- 0.00961985
p3 = 0.92 +- 0.499753
p4 = 0.94 +- 0.382321
 With chi2 = 13.4261

no semimuonic:
Minimum at:
p0 = 0.82217 +- 0.00322559
p1 = 0.0849511 +- 0.0132376
p2 = -0.00706493 +- 0.00928905
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 11.9454

semileptonic:



=========================================================
10/09/2005

 NEW +++ NEW +++ NEW
 Binning

       const Int_t nbin_CC = 10;
       Float_t xbin_CC[nbin_CC+1]={ 25, 30, 40, 50, 70, 90, 110, 160, 200, 300, 400};
       Float_t e_xmin_CC[nbin_CC]={  0,  0,  0,  0,  0,  0,   0, 0, 0, 0};
       Float_t e_xmax_CC[nbin_CC]={ 70, 90,100,120,200, 200, 300, 350, 400, 500};

gam+j, newEMscale, xsec weights, 3.1
.........................................................
Energy and response:
  CC  0.7249  0.0121   19.0298    0.2834
  CC  0.7436  0.0094   25.1841    0.2839
  CC  0.7633  0.0082   33.3453    0.1771
  CC  0.7792  0.0038   43.9174    0.2062
  CC  0.7978  0.0039   61.8837    0.2963
  CC  0.8218  0.0038   78.8022    0.4025
  CC  0.8511  0.0027  105.7498    0.4694
  CC  0.8656  0.0033  147.0763    0.2822
  CC  0.8854  0.0010  198.5436    0.4479
  CC  0.9003  0.0025  282.6923    0.4204
 ECN  0.7818  0.0095   54.1828    0.7125
 ECS  0.7888  0.0119   51.9029    0.6810
And as vectors:
CC e_meas: 19.0298,25.1841,33.3453,43.9174,61.8837,78.8022,105.7498,147.0763,198.5436,282.6923,
CC d_e_meas: 0.2834,0.2839,0.1771,0.2062,0.2963,0.4025,0.4694,0.2822,0.4479,0.4204,
CC R: 0.7249,0.7436,0.7633,0.7792,0.7978,0.8218,0.8511,0.8656,0.8854,0.9003,
CC dR: 0.0121,0.0094,0.0082,0.0038,0.0039,0.0038,0.0027,0.0033,0.0010,0.0025,
ECN e_meas: 54.1828,
ECN d_e_meas: 0.7125,
ECN R: 0.7818,
ECN dR: 0.0095,
ECS e_meas: 51.9029,
ECS d_e_meas: 0.6810,
ECS R: 0.7888,
ECS dR: 0.0119,
nd here is the covariance matrix:
         1          0          0          0          0
         0          1          0          0          0
         0          0          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.841898 +- 0.000791976
p1 = 0.067465 +- 0.00114469
p2 = -0.00742115 +- 0.00135042
p3 = 0.930136 +- 0.216997
p4 = 0.94 +- 0.555029
 With chi2 = 17.4732
Total number of entries = 34091
Tagged number of entries = 34091
Total number of entries in CC = 29843
Tagged number of entries in CC = 29843
Total number of entries in ECN = 2070
Tagged number of entries in ECN = 2070
Total number of entries in ECS = 2178
Tagged number of entries in ECS = 2178

NCC, NECN, NECS = 0  0  0

EC same sign = 879
EC oppo sign = 15

0  E_mean_CC= 19.029828   E_mean_err_CC= 0.283355
1  E_mean_CC= 25.184087   E_mean_err_CC= 0.283929
2  E_mean_CC= 33.345283   E_mean_err_CC= 0.177077
3  E_mean_CC= 43.917437   E_mean_err_CC= 0.206215
4  E_mean_CC= 61.883713   E_mean_err_CC= 0.296254
5  E_mean_CC= 78.802201   E_mean_err_CC= 0.402535
6  E_mean_CC= 105.749788   E_mean_err_CC= 0.469425
7  E_mean_CC= 147.076308   E_mean_err_CC= 0.282153
8  E_mean_CC= 198.543643   E_mean_err_CC= 0.447928
9  E_mean_CC= 282.692321   E_mean_err_CC= 0.420386


0  mean_CC= 0.724938   mean_err_CC= 0.012057   sigma_CC= 0.152858   sigma_err_CC= 0.012860
1  mean_CC= 0.743592   mean_err_CC= 0.009358   sigma_CC= 0.148103   sigma_err_CC= 0.009914
2  mean_CC= 0.763315   mean_err_CC= 0.008192   sigma_CC= 0.128488   sigma_err_CC= 0.007126
3  mean_CC= 0.779242   mean_err_CC= 0.003787   sigma_CC= 0.112989   sigma_err_CC= 0.004201
4  mean_CC= 0.797758   mean_err_CC= 0.003921   sigma_CC= 0.100000   sigma_err_CC= 0.003580
5  mean_CC= 0.821827   mean_err_CC= 0.003756   sigma_CC= 0.085372   sigma_err_CC= 0.003584
6  mean_CC= 0.851103   mean_err_CC= 0.002691   sigma_CC= 0.072455   sigma_err_CC= 0.002760
7  mean_CC= 0.865634   mean_err_CC= 0.003340   sigma_CC= 0.064832   sigma_err_CC= 0.002922
8  mean_CC= 0.885404   mean_err_CC= 0.001014   sigma_CC= 0.057670   sigma_err_CC= 0.001111
9  mean_CC= 0.900299   mean_err_CC= 0.002545   sigma_CC= 0.051669   sigma_err_CC= 0.002343
0  mean_ECN= 0.781773   mean_err_ECN= 0.009514   sigma_ECN= 0.161927   sigma_err_ECN= 0.008070
0  mean_ECS= 0.788775   mean_err_ECS= 0.011927   sigma_ECS= 0.170854   sigma_err_ECS= 0.008585

sum_eff_b_CC = 0   num_CC = 29843
sum_eff_b_ECN = 0   num_ECN = 2070
sum_eff_b_ECS = 0   num_ECS = 2178



gam+b, newEMscale, xsec weights, 3.1, CSIP param, muveto.
.........................................................
MyChain.Add("../../results/MC/p14.07.00/IpanemaU/dPhi2.9/Muveto/MCmb0.4_gbpt5_tree_p14.07.00.root");
Internal cut to 3.1

energy and response:
  CC  0.6500  0.0157   17.4959    0.3011
  CC  0.7038  0.0094   23.4614    0.2785
  CC  0.6860  0.0078   29.1297    0.2553
  CC  0.7397  0.0046   39.7813    0.3038
  CC  0.7725  0.0061   57.1887    0.3968
  CC  0.7979  0.0033   74.2811    0.3405
  CC  0.8180  0.0032   96.4056    0.5993
  CC  0.8574  0.0016  145.7219    0.4023
  CC  0.8625  0.0019  180.0051    0.7729
  CC  0.8890  0.0062  278.0014    0.8254
 ECN  0.6560  0.0550   47.8233    1.4766
 ECS  0.7326  0.0172   49.9404    0.9290
And as vectors:
CC e_meas: 17.4959,23.4614,29.1297,39.7813,57.1887,74.2811,96.4056,145.7219,180.0051,278.0014,
CC d_e_meas: 0.3011,0.2785,0.2553,0.3038,0.3968,0.3405,0.5993,0.4023,0.7729,0.8254,
CC R: 0.6500,0.7038,0.6860,0.7397,0.7725,0.7979,0.8180,0.8574,0.8625,0.8890,
CC dR: 0.0157,0.0094,0.0078,0.0046,0.0061,0.0033,0.0032,0.0016,0.0019,0.0062,
ECN e_meas: 47.8233,
ECN d_e_meas: 1.4766,
ECN R: 0.6560,
ECN dR: 0.0550,
ECS e_meas: 49.9404,
ECS d_e_meas: 0.9290,
ECS R: 0.7326,
ECS dR: 0.0172,
And here is the covariance matrix:
         1  -0.557384  -0.708758 -0.0772509 -0.0206488
 -0.557384          1   0.452648  0.0977722  0.0278636
 -0.708758   0.452648          1  0.0202341 0.00352336
-0.0772509  0.0977722  0.0202341          1 0.00388292
-0.0206488  0.0278636 0.00352336 0.00388292          1

Minimum at:
p0 = 0.824858 +- 0.00153835
p1 = 0.0795127 +- 0.00222769
p2 = -0.0144976 +- 0.00295863
p3 = 0.960625 +- 0.0226393
p4 = 0.865172 +- 0.0720577
 With chi2 = 28.2325
 Data points CC,ECN,ECS  = 10,  1,  1
 FCN=149.95 FROM MIGRAD    STATUS=CONVERGED     106 CALLS         107 TOTAL
Total number of entries = 23734
Tagged number of entries = 11445.2
Total number of entries in CC = 22242
Tagged number of entries in CC = 11125.7
Total number of entries in ECN = 381
Tagged number of entries in ECN = 79.298
Total number of entries in ECS = 1111
Tagged number of entries in ECS = 240.192

NCC, NECN, NECS = 0  0  0

EC same sign = 165
EC oppo sign = 7

0  E_mean_CC= 17.495898   E_mean_err_CC= 0.301106
1  E_mean_CC= 23.461434   E_mean_err_CC= 0.278484
2  E_mean_CC= 29.129658   E_mean_err_CC= 0.255314
3  E_mean_CC= 39.781309   E_mean_err_CC= 0.303794
4  E_mean_CC= 57.188720   E_mean_err_CC= 0.396850
5  E_mean_CC= 74.281120   E_mean_err_CC= 0.340526
6  E_mean_CC= 96.405623   E_mean_err_CC= 0.599339
7  E_mean_CC= 145.721910   E_mean_err_CC= 0.402270
8  E_mean_CC= 180.005123   E_mean_err_CC= 0.772920
9  E_mean_CC= 278.001420   E_mean_err_CC= 0.825423


0  mean_CC= 0.649960   mean_err_CC= 0.015739   sigma_CC= 0.179579   sigma_err_CC= 0.016216
1  mean_CC= 0.703846   mean_err_CC= 0.009397   sigma_CC= 0.156255   sigma_err_CC= 0.008979
2  mean_CC= 0.686028   mean_err_CC= 0.007772   sigma_CC= 0.137183   sigma_err_CC= 0.006600
3  mean_CC= 0.739652   mean_err_CC= 0.004645   sigma_CC= 0.119605   sigma_err_CC= 0.004817
4  mean_CC= 0.772474   mean_err_CC= 0.006076   sigma_CC= 0.106122   sigma_err_CC= 0.005924
5  mean_CC= 0.797906   mean_err_CC= 0.003305   sigma_CC= 0.090121   sigma_err_CC= 0.002833
6  mean_CC= 0.818031   mean_err_CC= 0.003169   sigma_CC= 0.090729   sigma_err_CC= 0.003593
7  mean_CC= 0.857383   mean_err_CC= 0.001599   sigma_CC= 0.070202   sigma_err_CC= 0.001161
8  mean_CC= 0.862533   mean_err_CC= 0.001906   sigma_CC= 0.069256   sigma_err_CC= 0.001483
9  mean_CC= 0.889030   mean_err_CC= 0.006194   sigma_CC= 0.066689   sigma_err_CC= 0.005153
0  mean_ECN= 0.656014   mean_err_ECN= 0.055005   sigma_ECN= 0.239127   sigma_err_ECN= 0.038779
0  mean_ECS= 0.732609   mean_err_ECS= 0.017163   sigma_ECS= 0.185622   sigma_err_ECS= 0.013671

sum_eff_b_CC = 15617.8   num_CC = 11125.7
sum_eff_b_ECN = 111.313   num_ECN = 79.298
sum_eff_b_ECS = 337.163   num_ECS = 240.192

sum_eff_c_CC = 5856.35
sum_eff_c_ECN = 22.0237
sum_eff_c_ECS = 68.9256

sum_eff_l_CC = 662.353
sum_eff_l_ECN = 1.20495
sum_eff_l_ECS = 4.17971

sum_eff_b_data_CC = 11125.7
sum_eff_b_data_ECN = 79.298
sum_eff_b_data_ECS = 240.192

sum_eff_l_data_CC = 680.103
sum_eff_l_data_ECN = 0.945916
sum_eff_l_data_ECS = nan



gam+b, newEMscale, xsec weights, 3.1, CSIP param, inclusive
.........................................................
MyChain.Add("../../results/MC/p14.07.00/IpanemaU/dPhi2.9/MCmb0.4_gbpt5_tree_p14.07.00.root");
Energy and response:
  CC  0.6360  0.0145   16.9407    0.2821
  CC  0.6849  0.0097   22.8944    0.2709
  CC  0.6703  0.0070   28.5243    0.2416
  CC  0.7145  0.0056   38.3210    0.2960
  CC  0.7569  0.0068   55.4745    0.3684
  CC  0.7819  0.0039   70.7608    0.3571
  CC  0.7991  0.0035   93.2756    0.5586
  CC  0.8465  0.0019  140.2109    0.4180
  CC  0.8503  0.0026  172.8516    0.7819
  CC  0.8857  0.0074  266.3272    0.8736
 ECN  0.6603  0.0509   48.4964    1.3914
 ECS  0.7244  0.0172   49.9469    0.8740
And as vectors:
CC e_meas: 16.9407,22.8944,28.5243,38.3210,55.4745,70.7608,93.2756,140.2109,172.8516,266.3272,
CC d_e_meas: 0.2821,0.2709,0.2416,0.2960,0.3684,0.3571,0.5586,0.4180,0.7819,0.8736,
CC R: 0.6360,0.6849,0.6703,0.7145,0.7569,0.7819,0.7991,0.8465,0.8503,0.8857,
CC dR: 0.0145,0.0097,0.0070,0.0056,0.0068,0.0039,0.0035,0.0019,0.0026,0.0074,
ECN e_meas: 48.4964,
ECN d_e_meas: 1.3914,
ECN R: 0.6603,
ECN dR: 0.0509,
ECS e_meas: 49.9469,
ECS d_e_meas: 0.8740,
ECS R: 0.7244,
ECS dR: 0.0172,
And here is the covariance matrix:
         1  -0.538317  -0.697044          0          0
 -0.538317          1   0.621138          0          0
 -0.697044   0.621138          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.812177 +- 0.00171719
p1 = 0.0877102 +- 0.00282487
p2 = -0.0104533 +- 0.00329172
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 33.0167
 Data points CC,ECN,ECS  = 10,  1,  1
Total number of entries = 28141
Tagged number of entries = 13653.8
Total number of entries in CC = 26440
Tagged number of entries in CC = 13283.4
Total number of entries in ECN = 440
Tagged number of entries in ECN = 94.4778
Total number of entries in ECS = 1261
Tagged number of entries in ECS = 275.893

NCC, NECN, NECS = 0  0  0

EC same sign = 178
EC oppo sign = 7

0  E_mean_CC= 16.940701   E_mean_err_CC= 0.282119
1  E_mean_CC= 22.894425   E_mean_err_CC= 0.270877
2  E_mean_CC= 28.524320   E_mean_err_CC= 0.241597
3  E_mean_CC= 38.320969   E_mean_err_CC= 0.295964
4  E_mean_CC= 55.474461   E_mean_err_CC= 0.368385
5  E_mean_CC= 70.760825   E_mean_err_CC= 0.357111
6  E_mean_CC= 93.275582   E_mean_err_CC= 0.558582
7  E_mean_CC= 140.210851   E_mean_err_CC= 0.417995
8  E_mean_CC= 172.851553   E_mean_err_CC= 0.781886
9  E_mean_CC= 266.327235   E_mean_err_CC= 0.873631


0  mean_CC= 0.635976   mean_err_CC= 0.014491   sigma_CC= 0.180606   sigma_err_CC= 0.013493
1  mean_CC= 0.684892   mean_err_CC= 0.009688   sigma_CC= 0.174416   sigma_err_CC= 0.010763
2  mean_CC= 0.670287   mean_err_CC= 0.006984   sigma_CC= 0.143426   sigma_err_CC= 0.006213
3  mean_CC= 0.714502   mean_err_CC= 0.005552   sigma_CC= 0.135203   sigma_err_CC= 0.005080
4  mean_CC= 0.756894   mean_err_CC= 0.006783   sigma_CC= 0.117993   sigma_err_CC= 0.007467
5  mean_CC= 0.781858   mean_err_CC= 0.003945   sigma_CC= 0.099426   sigma_err_CC= 0.002858
6  mean_CC= 0.799141   mean_err_CC= 0.003511   sigma_CC= 0.099599   sigma_err_CC= 0.002755
7  mean_CC= 0.846458   mean_err_CC= 0.001886   sigma_CC= 0.076112   sigma_err_CC= 0.001364
8  mean_CC= 0.850277   mean_err_CC= 0.002600   sigma_CC= 0.076889   sigma_err_CC= 0.002026
9  mean_CC= 0.885739   mean_err_CC= 0.007435   sigma_CC= 0.059210   sigma_err_CC= 0.002970
0  mean_ECN= 0.660264   mean_err_ECN= 0.050944   sigma_ECN= 0.232895   sigma_err_ECN= 0.035377
0  mean_ECS= 0.724441   mean_err_ECS= 0.017234   sigma_ECS= 0.196358   sigma_err_ECS= 0.019905

sum_eff_b_CC = 18647.1   num_CC = 13283.4
sum_eff_b_ECN = 132.621   num_ECN = 94.4778
sum_eff_b_ECS = 387.279   num_ECS = 275.893

sum_eff_c_CC = 7017.29
sum_eff_c_ECN = 26.397
sum_eff_c_ECS = 79.5274

sum_eff_l_CC = 799.662
sum_eff_l_ECN = 1.47428
sum_eff_l_ECS = 4.88754



gam+b, newEMscale, xsec weights, 3.1, CSIP param, no SL decays
.........................................................
MyChain.Add("../../results/MC/p14.07.00/IpanemaU/dPhi2.9/SLveto/MCmb0.4_gbpt5_tree_p14.07.00.root");
Energy and response:
  CC  0.6561  0.0168   17.5871    0.3288
  CC  0.7096  0.0089   23.6977    0.3001
  CC  0.6940  0.0101   29.6822    0.2716
  CC  0.7586  0.0042   40.7430    0.3294
  CC  0.7840  0.0062   57.4990    0.4535
  CC  0.8103  0.0032   76.1580    0.3560
  CC  0.8336  0.0028   98.1654    0.6728
  CC  0.8690  0.0016  149.7271    0.4236
  CC  0.8759  0.0017  184.7748    0.8464
  CC  0.9037  0.0061  283.6270    0.9469
 ECN  0.7448  0.0321   47.5791    1.5982
 ECS  0.7420  0.0180   49.6714    0.9918
And as vectors:
CC e_meas: 17.5871,23.6977,29.6822,40.7430,57.4990,76.1580,98.1654,149.7271,184.7748,283.6270,
CC d_e_meas: 0.3288,0.3001,0.2716,0.3294,0.4535,0.3560,0.6728,0.4236,0.8464,0.9469,
CC R: 0.6561,0.7096,0.6940,0.7586,0.7840,0.8103,0.8336,0.8690,0.8759,0.9037,
CC dR: 0.0168,0.0089,0.0101,0.0042,0.0062,0.0032,0.0028,0.0016,0.0017,0.0061,
ECN e_meas: 47.5791,
ECN d_e_meas: 1.5982,
ECN R: 0.7448,
ECN dR: 0.0321,
ECS e_meas: 49.6714,
ECS d_e_meas: 0.9918,
ECS R: 0.7420,
ECS dR: 0.0180,
And here is the covariance matrix:
         1  -0.547036  -0.705444          0          0
 -0.547036          1   0.349261          0          0
 -0.705444   0.349261          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.836167 +- 0.00148871
p1 = 0.078216 +- 0.00204866
p2 = -0.0140325 +- 0.00287201
p3 = 0.930136 +- 0.552087
p4 = 0.94 +- 0.555029
 With chi2 = 20.8775
 Data points CC,ECN,ECS  = 10,  1,  1
Total number of entries = 19099
Tagged number of entries = 9174.07
Total number of entries in CC = 17839
Tagged number of entries in CC = 8906.85
Total number of entries in ECN = 315
Tagged number of entries in ECN = 64.2955
Total number of entries in ECS = 945
Tagged number of entries in ECS = 202.928

NCC, NECN, NECS = 0  0  0

EC same sign = 144
EC oppo sign = 6

0  E_mean_CC= 17.587142   E_mean_err_CC= 0.328814
1  E_mean_CC= 23.697682   E_mean_err_CC= 0.300069
2  E_mean_CC= 29.682155   E_mean_err_CC= 0.271570
3  E_mean_CC= 40.742969   E_mean_err_CC= 0.329363
4  E_mean_CC= 57.499006   E_mean_err_CC= 0.453465
5  E_mean_CC= 76.157996   E_mean_err_CC= 0.356007
6  E_mean_CC= 98.165434   E_mean_err_CC= 0.672796
7  E_mean_CC= 149.727128   E_mean_err_CC= 0.423618
8  E_mean_CC= 184.774775   E_mean_err_CC= 0.846386
9  E_mean_CC= 283.626962   E_mean_err_CC= 0.946870


0  mean_CC= 0.656092   mean_err_CC= 0.016752   sigma_CC= 0.174386   sigma_err_CC= 0.016724
1  mean_CC= 0.709592   mean_err_CC= 0.008905   sigma_CC= 0.142358   sigma_err_CC= 0.008095
2  mean_CC= 0.694016   mean_err_CC= 0.010136   sigma_CC= 0.136931   sigma_err_CC= 0.008699
3  mean_CC= 0.758627   mean_err_CC= 0.004224   sigma_CC= 0.106865   sigma_err_CC= 0.004536
4  mean_CC= 0.783990   mean_err_CC= 0.006168   sigma_CC= 0.102821   sigma_err_CC= 0.006043
5  mean_CC= 0.810255   mean_err_CC= 0.003233   sigma_CC= 0.082247   sigma_err_CC= 0.002566
6  mean_CC= 0.833561   mean_err_CC= 0.002769   sigma_CC= 0.075660   sigma_err_CC= 0.002820
7  mean_CC= 0.868989   mean_err_CC= 0.001554   sigma_CC= 0.065118   sigma_err_CC= 0.001111
8  mean_CC= 0.875902   mean_err_CC= 0.001701   sigma_CC= 0.062280   sigma_err_CC= 0.001386
9  mean_CC= 0.903705   mean_err_CC= 0.006059   sigma_CC= 0.057029   sigma_err_CC= 0.005636
0  mean_ECN= 0.744848   mean_err_ECN= 0.032134   sigma_ECN= 0.193409   sigma_err_ECN= 0.023233
0  mean_ECS= 0.742025   mean_err_ECS= 0.018039   sigma_ECS= 0.181915   sigma_err_ECS= 0.015267

sum_eff_b_CC = 12503   num_CC = 8906.85
sum_eff_b_ECN = 90.2533   num_ECN = 64.2955
sum_eff_b_ECS = 284.854   num_ECS = 202.928

sum_eff_c_CC = 4686.75
sum_eff_c_ECN = 17.767
sum_eff_c_ECS = 58.1184

sum_eff_l_CC = 529.828
sum_eff_l_ECN = 0.956791
sum_eff_l_ECS = 3.52633


gam+b, newEMscale, xsec weights, 3.1, CSIP param, only SL decays
.................................................................

Energy and response:
  CC  0.5144  0.0279   14.9070    0.5389
  CC  0.5613  0.0245   20.7917    0.5769
  CC  0.5882  0.0101   24.9746    0.4515
  CC  0.6027  0.0087   32.6556    0.5370
  CC  0.6379  0.0157   49.0473    0.6140
  CC  0.6344  0.0076   59.5148    0.6256
  CC  0.6710  0.0090   81.7455    0.9050
  CC  0.7064  0.0059  119.3117    0.7426
  CC  0.7064  0.0062  150.1294    1.2070
  CC  0.7429  0.0254  231.9898    1.3819
 ECN  0.7404  0.0388   53.6304    2.9159
 ECS  0.6388  0.0339   52.1531    1.9184
And as vectors:
CC e_meas: 14.9070,20.7917,24.9746,32.6556,49.0473,59.5148,81.7455,119.3117,150.1294,231.9898,
CC d_e_meas: 0.5389,0.5769,0.4515,0.5370,0.6140,0.6256,0.9050,0.7426,1.2070,1.3819,
CC R: 0.5144,0.5613,0.5882,0.6027,0.6379,0.6344,0.6710,0.7064,0.7064,0.7429,
CC dR: 0.0279,0.0245,0.0101,0.0087,0.0157,0.0076,0.0090,0.0059,0.0062,0.0254,
ECN e_meas: 53.6304,
ECN d_e_meas: 2.9159,
ECN R: 0.7404,
ECN dR: 0.0388,
ECS e_meas: 52.1531,
ECS d_e_meas: 1.9184,
ECS R: 0.6388,
ECS dR: 0.0339,
And here is the covariance matrix:
         1  -0.273534  -0.526894          0          0
 -0.273534          1   0.847953          0          0
 -0.526894   0.847953          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.684443 +- 0.00370938
p1 = 0.0710218 +- 0.00844647
p2 = -0.00317881 +- 0.00764352
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 7.88876
 Data points CC,ECN,ECS  = 10,  1,  1
Total number of entries = 9042
Tagged number of entries = 4479.59
Total number of entries in CC = 8601
Tagged number of entries in CC = 4376.44
Total number of entries in ECN = 125
Tagged number of entries in ECN = 30.1823
Total number of entries in ECS = 316
Tagged number of entries in ECS = 72.966

NCC, NECN, NECS = 0  0  0

EC same sign = 34
EC oppo sign = 1

0  E_mean_CC= 14.907005   E_mean_err_CC= 0.538917
1  E_mean_CC= 20.791685   E_mean_err_CC= 0.576906
2  E_mean_CC= 24.974636   E_mean_err_CC= 0.451476
3  E_mean_CC= 32.655617   E_mean_err_CC= 0.537033
4  E_mean_CC= 49.047303   E_mean_err_CC= 0.614041
5  E_mean_CC= 59.514778   E_mean_err_CC= 0.625620
6  E_mean_CC= 81.745524   E_mean_err_CC= 0.905013
7  E_mean_CC= 119.311665   E_mean_err_CC= 0.742602
8  E_mean_CC= 150.129450   E_mean_err_CC= 1.207008
9  E_mean_CC= 231.989797   E_mean_err_CC= 1.381921


0  mean_CC= 0.514381   mean_err_CC= 0.027872   sigma_CC= 0.189206   sigma_err_CC= 0.029141
1  mean_CC= 0.561261   mean_err_CC= 0.024472   sigma_CC= 0.193218   sigma_err_CC= 0.031176
2  mean_CC= 0.588218   mean_err_CC= 0.010096   sigma_CC= 0.149270   sigma_err_CC= 0.008163
3  mean_CC= 0.602702   mean_err_CC= 0.008679   sigma_CC= 0.151103   sigma_err_CC= 0.009300
4  mean_CC= 0.637880   mean_err_CC= 0.015735   sigma_CC= 0.136130   sigma_err_CC= 0.011050
5  mean_CC= 0.634376   mean_err_CC= 0.007629   sigma_CC= 0.153728   sigma_err_CC= 0.006578
6  mean_CC= 0.671011   mean_err_CC= 0.008959   sigma_CC= 0.153700   sigma_err_CC= 0.007427
7  mean_CC= 0.706373   mean_err_CC= 0.005896   sigma_CC= 0.154570   sigma_err_CC= 0.006959
8  mean_CC= 0.706352   mean_err_CC= 0.006208   sigma_CC= 0.139964   sigma_err_CC= 0.006192
9  mean_CC= 0.742872   mean_err_CC= 0.025369   sigma_CC= 0.166738   sigma_err_CC= 0.028189
0  mean_ECN= 0.740402   mean_err_ECN= 0.038762   sigma_ECN= 0.140910   sigma_err_ECN= 0.033457
0  mean_ECS= 0.638789   mean_err_ECS= 0.033916   sigma_ECS= 0.189682   sigma_err_ECS= 0.039496

sum_eff_b_CC = 6143.29   num_CC = 4376.44
sum_eff_b_ECN = 42.3677   num_ECN = 30.1823
sum_eff_b_ECS = 102.424   num_ECS = 72.966



--------------------------
10/10/05

Muveto, 2.9
CSIP with lower bin at 20 instead of 25
---------------------------------------
energy and response:
  CC  0.6652  0.0041   20.9304    0.1455
  CC  0.6789  0.0031   26.6329    0.1574
  CC  0.6958  0.0037   34.3018    0.2493
  CC  0.7193  0.0042   44.5910    0.3875
  CC  0.7535  0.0074   61.3766    0.8997
  CC  0.7658  0.0104   79.7798    1.7606
  CC  0.8096  0.0099  103.5944    2.6522
 ECN  0.7302  0.0085   90.2975    1.7877
 ECN  0.7440  0.0105  131.6284    2.6617
 ECS  0.7189  0.0089   87.0185    1.6931
 ECS  0.7497  0.0111  129.9504    2.6290
And as vectors:
CC e_meas: 20.9304,26.6329,34.3018,44.5910,61.3766,79.7798,103.5944,
CC d_e_meas: 0.1455,0.1574,0.2493,0.3875,0.8997,1.7606,2.6522,
CC R: 0.6652,0.6789,0.6958,0.7193,0.7535,0.7658,0.8096,
CC dR: 0.0041,0.0031,0.0037,0.0042,0.0074,0.0104,0.0099,
ECN e_meas: 90.2975,131.6284,
ECN d_e_meas: 1.7877,2.6617,
ECN R: 0.7302,0.7440,
ECN dR: 0.0085,0.0105,
ECS e_meas: 87.0185,129.9504,
ECS d_e_meas: 1.6931,2.6290,
ECS R: 0.7189,0.7497,
ECS dR: 0.0089,0.0111,
And here is the covariance matrix:
         1   0.938564  0.0869945          0          0
  0.938564          1  0.0974906          0          0
 0.0869945  0.0974906          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.789561 +- 0.00505248
p1 = 0.083265 +- 0.00431032
p2 = -1.00166e-09 +- 0.00163901
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 7.70318
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 1.11635e+06
Tagged number of entries = 14129
Total number of entries in CC = 721171
Tagged number of entries in CC = 12455
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 815
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 859

NCC, NECN, NECS = 0  0  0

EC same sign = 227
EC oppo sign = 45

0  E_mean_CC= 20.930376   E_mean_err_CC= 0.145473
1  E_mean_CC= 26.632851   E_mean_err_CC= 0.157427
2  E_mean_CC= 34.301801   E_mean_err_CC= 0.249320
3  E_mean_CC= 44.590981   E_mean_err_CC= 0.387465
4  E_mean_CC= 61.376571   E_mean_err_CC= 0.899745
5  E_mean_CC= 79.779795   E_mean_err_CC= 1.760554
6  E_mean_CC= 103.594416   E_mean_err_CC= 2.652217


0  mean_CC= 0.665155   mean_err_CC= 0.004116   sigma_CC= 0.206313   sigma_err_CC= 0.003924
1  mean_CC= 0.678941   mean_err_CC= 0.003119   sigma_CC= 0.179715   sigma_err_CC= 0.002838
2  mean_CC= 0.695750   mean_err_CC= 0.003745   sigma_CC= 0.161395   sigma_err_CC= 0.003545
3  mean_CC= 0.719327   mean_err_CC= 0.004158   sigma_CC= 0.147842   sigma_err_CC= 0.004006
4  mean_CC= 0.753499   mean_err_CC= 0.007357   sigma_CC= 0.133591   sigma_err_CC= 0.006825
5  mean_CC= 0.765813   mean_err_CC= 0.010437   sigma_CC= 0.108749   sigma_err_CC= 0.008986
6  mean_CC= 0.809601   mean_err_CC= 0.009925   sigma_CC= 0.081130   sigma_err_CC= 0.007703
0  mean_ECN= 0.730200   mean_err_ECN= 0.008500   sigma_ECN= 0.156047   sigma_err_ECN= 0.007370
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.718950   mean_err_ECS= 0.008949   sigma_ECS= 0.162621   sigma_err_ECS= 0.006957
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291

sum_eff_b_CC = 0   num_CC = 12455
sum_eff_b_ECN = 0   num_ECN = 815
sum_eff_b_ECS = 0   num_ECS = 859

NO Muveto, 2.9
CSIP with lower bin at 20 instead of 25
---------------------------------------
Energy and response:
  CC  0.6659  0.0038   20.8453    0.1439
  CC  0.6731  0.0031   26.4103    0.1554
  CC  0.6907  0.0038   33.9397    0.2470
  CC  0.7144  0.0042   44.1902    0.3807
  CC  0.7491  0.0075   60.6020    0.8945
  CC  0.7657  0.0103   79.0204    1.7539
  CC  0.8091  0.0099  103.2514    2.5787
 ECN  0.7271  0.0085   89.9221    1.7670
 ECN  0.7440  0.0105  131.6284    2.6617
 ECS  0.7177  0.0088   86.6376    1.6698
 ECS  0.7497  0.0111  129.9504    2.6290
And as vectors:
CC e_meas: 20.8453,26.4103,33.9397,44.1902,60.6020,79.0204,103.2514,
CC d_e_meas: 0.1439,0.1554,0.2470,0.3807,0.8945,1.7539,2.5787,
CC R: 0.6659,0.6731,0.6907,0.7144,0.7491,0.7657,0.8091,
CC dR: 0.0038,0.0031,0.0038,0.0042,0.0075,0.0103,0.0099,
ECN e_meas: 89.9221,131.6284,
ECN d_e_meas: 1.7670,2.6617,
ECN R: 0.7271,0.7440,
ECN dR: 0.0085,0.0105,
ECS e_meas: 86.6376,129.9504,
ECS d_e_meas: 1.6698,2.6290,
ECS R: 0.7177,0.7497,
ECS dR: 0.0088,0.0111,
And here is the covariance matrix:
         1   0.943593 0.000687337          0          0
  0.943593          1 0.00531528          0          0
0.000687337 0.00531528          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.785227 +- 0.00524878
p1 = 0.081997 +- 0.00441069
p2 = -1.08454e-12 +- 0.00121843
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 15.0425
Total number of entries = 1.11635e+06
Tagged number of entries = 14579
Total number of entries in CC = 721171
Tagged number of entries in CC = 12884
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 826
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 869

NCC, NECN, NECS = 0  0  0

EC same sign = 228
EC oppo sign = 45

0  E_mean_CC= 20.845295   E_mean_err_CC= 0.143891
1  E_mean_CC= 26.410275   E_mean_err_CC= 0.155350
2  E_mean_CC= 33.939698   E_mean_err_CC= 0.246977
3  E_mean_CC= 44.190247   E_mean_err_CC= 0.380676
4  E_mean_CC= 60.602037   E_mean_err_CC= 0.894515
5  E_mean_CC= 79.020354   E_mean_err_CC= 1.753856
6  E_mean_CC= 103.251363   E_mean_err_CC= 2.578669


0  mean_CC= 0.665890   mean_err_CC= 0.003822   sigma_CC= 0.201911
sigma_err_CC= 0.003311
1  mean_CC= 0.673106   mean_err_CC= 0.003123   sigma_CC= 0.182673
sigma_err_CC= 0.002895
2  mean_CC= 0.690692   mean_err_CC= 0.003780   sigma_CC= 0.164467
sigma_err_CC= 0.003651
3  mean_CC= 0.714440   mean_err_CC= 0.004203   sigma_CC= 0.150693
sigma_err_CC= 0.004072
4  mean_CC= 0.749116   mean_err_CC= 0.007541   sigma_CC= 0.136836
sigma_err_CC= 0.007105
5  mean_CC= 0.765726   mean_err_CC= 0.010307   sigma_CC= 0.108821
sigma_err_CC= 0.008806
6  mean_CC= 0.809077   mean_err_CC= 0.009909   sigma_CC= 0.081135
sigma_err_CC= 0.007668
0  mean_ECN= 0.727143   mean_err_ECN= 0.008546   sigma_ECN= 0.157384
sigma_err_ECN= 0.007468
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751
sigma_err_ECN= 0.010254
0  mean_ECS= 0.717734   mean_err_ECS= 0.008848   sigma_ECS= 0.162149
sigma_err_ECS= 0.006844
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580
sigma_err_ECS= 0.011291

sum_eff_b_CC = 0   num_CC = 12884
sum_eff_b_ECN = 0   num_ECN = 826
sum_eff_b_ECS = 0   num_ECS = 869



CSIPmt muveto, with lower bin at 20 instead of 25
--------------------------------------------------
Energy and response:
  CC  0.6654  0.0096   22.2605    0.3671
  CC  0.6764  0.0073   27.5851    0.3788
  CC  0.6854  0.0088   35.4908    0.5516
  CC  0.7071  0.0081   45.7587    0.8306
  CC  0.7281  0.0144   61.1106    1.6221
  CC  0.7828  0.0235   86.7930    3.7566
  CC  0.8029  0.0211  101.7173    4.7768
 ECN  0.7317  0.0203   92.7205    4.5040
 ECN  0.7447  0.0338  135.5731    5.9340
 ECS  0.6742  0.0296   88.4606    4.6988
 ECS  0.7248  0.0375  126.3467    6.7853
And as vectors:
CC e_meas: 22.2605,27.5851,35.4908,45.7587,61.1106,86.7930,101.7173,
CC d_e_meas: 0.3671,0.3788,0.5516,0.8306,1.6221,3.7566,4.7768,
CC R: 0.6654,0.6764,0.6854,0.7071,0.7281,0.7828,0.8029,
CC dR: 0.0096,0.0073,0.0088,0.0081,0.0144,0.0235,0.0211,
ECN e_meas: 92.7205,135.5731,
ECN d_e_meas: 4.5040,5.9340,
ECN R: 0.7317,0.7447,
ECN dR: 0.0203,0.0338,
ECS e_meas: 88.4606,126.3467,
ECS d_e_meas: 4.6988,6.7853,
ECS R: 0.6742,0.7248,
ECS dR: 0.0296,0.0375,

And here is the covariance matrix:
         1    0.93221  0.0219307          0          0
   0.93221          1  0.0390128          0          0
 0.0219307  0.0390128          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.774028 +- 0.0108709
p1 = 0.0777661 +- 0.00993891
p2 = -2.43779e-10 +- 0.00495913
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 4.97972
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 1.11635e+06
Tagged number of entries = 2819
Total number of entries in CC = 721171
Tagged number of entries in CC = 2555
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 135
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 129

NCC, NECN, NECS = 0  0  0

EC same sign = 27
EC oppo sign = 6

0  E_mean_CC= 22.260472   E_mean_err_CC= 0.367115
1  E_mean_CC= 27.585110   E_mean_err_CC= 0.378833
2  E_mean_CC= 35.490798   E_mean_err_CC= 0.551631
3  E_mean_CC= 45.758685   E_mean_err_CC= 0.830640
4  E_mean_CC= 61.110647   E_mean_err_CC= 1.622068
5  E_mean_CC= 86.793009   E_mean_err_CC= 3.756564
6  E_mean_CC= 101.717285   E_mean_err_CC= 4.776800


0  mean_CC= 0.665443   mean_err_CC= 0.009604   sigma_CC= 0.203950   sigma_err_CC= 0.009473
1  mean_CC= 0.676414   mean_err_CC= 0.007308   sigma_CC= 0.189469   sigma_err_CC= 0.006636
2  mean_CC= 0.685390   mean_err_CC= 0.008794   sigma_CC= 0.172283   sigma_err_CC= 0.008165
3  mean_CC= 0.707058   mean_err_CC= 0.008109   sigma_CC= 0.140921   sigma_err_CC= 0.007696
4  mean_CC= 0.728108   mean_err_CC= 0.014448   sigma_CC= 0.122696   sigma_err_CC= 0.012758
5  mean_CC= 0.782838   mean_err_CC= 0.023546   sigma_CC= 0.109391   sigma_err_CC= 0.025475
6  mean_CC= 0.802887   mean_err_CC= 0.021053   sigma_CC= 0.083040   sigma_err_CC= 0.016287
0  mean_ECN= 0.731669   mean_err_ECN= 0.020317   sigma_ECN= 0.146542   sigma_err_ECN= 0.021770
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733   sigma_err_ECN= 0.038791
0  mean_ECS= 0.674227   mean_err_ECS= 0.029609   sigma_ECS= 0.182583   sigma_err_ECS= 0.026368
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857   sigma_err_ECS= 0.035125

sum_eff_b_CC = 0   num_CC = 2555
sum_eff_b_ECN = 0   num_ECN = 135
sum_eff_b_ECS = 0   num_ECS = 129



CSIPmt no muveto, with lower bin at 20 instead of 25
----------------------------------------------------
Energy and response:
  CC  0.6601  0.0091   21.9247    0.3619
  CC  0.6630  0.0073   27.1400    0.3716
  CC  0.6767  0.0085   34.8022    0.5421
  CC  0.7009  0.0078   45.0829    0.8117
  CC  0.7142  0.0138   59.9247    1.5715
  CC  0.7709  0.0313   84.6103    3.7275
  CC  0.8005  0.0204  100.9922    4.4915
 ECN  0.7282  0.0220   90.6933    4.4380
 ECN  0.7447  0.0338  135.5731    5.9340
 ECS  0.7199  0.0207   87.1919    4.5720
 ECS  0.7248  0.0375  126.3467    6.7853
And as vectors:
CC e_meas: 21.9247,27.1400,34.8022,45.0829,59.9247,84.6103,100.9922,
CC d_e_meas: 0.3619,0.3716,0.5421,0.8117,1.5715,3.7275,4.4915,
CC R: 0.6601,0.6630,0.6767,0.7009,0.7142,0.7709,0.8005,
CC dR: 0.0091,0.0073,0.0085,0.0078,0.0138,0.0313,0.0204,
ECN e_meas: 90.6933,135.5731,
ECN d_e_meas: 4.4380,5.9340,
ECN R: 0.7282,0.7447,
ECN dR: 0.0220,0.0338,
ECS e_meas: 87.1919,126.3467,
ECS d_e_meas: 4.5720,6.7853,
ECS R: 0.7199,0.7248,
ECS dR: 0.0207,0.0375,

And here is the covariance matrix:
         1   0.942181 -0.0185986          0          0
  0.942181          1 0.00660842          0          0
-0.0185986 0.00660842          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.765643 +- 0.0110031
p1 = 0.077414 +- 0.00992745
p2 = -3.76559e-09 +- 0.00427781
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 6.49634
 Data points CC,ECN,ECS  = 7,  2,  2
otal number of entries = 1.11635e+06
Tagged number of entries = 2985
Total number of entries in CC = 721171
Tagged number of entries in CC = 2714
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 139
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 132

NCC, NECN, NECS = 0  0  0

EC same sign = 27
EC oppo sign = 6

0  E_mean_CC= 21.924713   E_mean_err_CC= 0.361868
1  E_mean_CC= 27.139995   E_mean_err_CC= 0.371641
2  E_mean_CC= 34.802224   E_mean_err_CC= 0.542052
3  E_mean_CC= 45.082946   E_mean_err_CC= 0.811692
4  E_mean_CC= 59.924735   E_mean_err_CC= 1.571508
5  E_mean_CC= 84.610290   E_mean_err_CC= 3.727503
6  E_mean_CC= 100.992160   E_mean_err_CC= 4.491484


0  mean_CC= 0.660059   mean_err_CC= 0.009149   sigma_CC= 0.201904   sigma_err_CC= 0.009021
1  mean_CC= 0.663000   mean_err_CC= 0.007318   sigma_CC= 0.192480   sigma_err_CC= 0.006598
2  mean_CC= 0.676704   mean_err_CC= 0.008523   sigma_CC= 0.173444   sigma_err_CC= 0.007157
3  mean_CC= 0.700931   mean_err_CC= 0.007802   sigma_CC= 0.143598   sigma_err_CC= 0.007202
4  mean_CC= 0.714183   mean_err_CC= 0.013835   sigma_CC= 0.130510   sigma_err_CC= 0.011623
5  mean_CC= 0.770932   mean_err_CC= 0.031252   sigma_CC= 0.122630   sigma_err_CC= 0.032997
6  mean_CC= 0.800539   mean_err_CC= 0.020355   sigma_CC= 0.086153   sigma_err_CC= 0.015676
0  mean_ECN= 0.728226   mean_err_ECN= 0.022047   sigma_ECN= 0.151403   sigma_err_ECN= 0.025445
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733   sigma_err_ECN= 0.038791
0  mean_ECS= 0.719878   mean_err_ECS= 0.020732   sigma_ECS= 0.140218   sigma_err_ECS= 0.023141
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857   sigma_err_ECS= 0.035125

sum_eff_b_CC = 0   num_CC = 2714
sum_eff_b_ECN = 0   num_ECN = 139
sum_eff_b_ECS = 0   num_ECS = 132


CSIPmt no muveto, with lower bin at 25
----------------------------------------------------
Energy and response:
  CC  0.6575  0.0097   22.3127    0.4053
  CC  0.6630  0.0073   27.1400    0.3716
  CC  0.6767  0.0085   34.8022    0.5421
  CC  0.7009  0.0078   45.0829    0.8117
  CC  0.7142  0.0138   59.9247    1.5715
  CC  0.7709  0.0313   84.6103    3.7275
  CC  0.8005  0.0204  100.9922    4.4915
 ECN  0.7282  0.0220   90.6933    4.4380
 ECN  0.7447  0.0338  135.5731    5.9340
 ECS  0.7199  0.0207   87.1919    4.5720
 ECS  0.7248  0.0375  126.3467    6.7853
And as vectors:
CC e_meas: 22.3127,27.1400,34.8022,45.0829,59.9247,84.6103,100.9922,
CC d_e_meas: 0.4053,0.3716,0.5421,0.8117,1.5715,3.7275,4.4915,
CC R: 0.6575,0.6630,0.6767,0.7009,0.7142,0.7709,0.8005,
CC dR: 0.0097,0.0073,0.0085,0.0078,0.0138,0.0313,0.0204,
ECN e_meas: 90.6933,135.5731,
ECN d_e_meas: 4.4380,5.9340,
ECN R: 0.7282,0.7447,
ECN dR: 0.0220,0.0338,
ECS e_meas: 87.1919,126.3467,
ECS d_e_meas: 4.5720,6.7853,
ECS R: 0.7199,0.7248,
ECS dR: 0.0207,0.0375,
And here is the covariance matrix:
         1   0.941969 -0.0598161          0          0
  0.941969          1 -0.0339126          0          0
-0.0598161 -0.0339126          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.767986 +- 0.0111454
p1 = 0.0804717 +- 0.010203
p2 = -2.46923e-09 +- 0.00457835
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 5.35328
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 1.11635e+06
Tagged number of entries = 2985
Total number of entries in CC = 721171
Tagged number of entries in CC = 2714
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 139
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 132

NCC, NECN, NECS = 0  0  0

EC same sign = 27
EC oppo sign = 6

0  E_mean_CC= 22.312732   E_mean_err_CC= 0.405265
1  E_mean_CC= 27.139995   E_mean_err_CC= 0.371641
2  E_mean_CC= 34.802224   E_mean_err_CC= 0.542052
3  E_mean_CC= 45.082946   E_mean_err_CC= 0.811692
4  E_mean_CC= 59.924735   E_mean_err_CC= 1.571508
5  E_mean_CC= 84.610290   E_mean_err_CC= 3.727503
6  E_mean_CC= 100.992160   E_mean_err_CC= 4.491484


0  mean_CC= 0.657541   mean_err_CC= 0.009706   sigma_CC= 0.197664
sigma_err_CC= 0.009190
1  mean_CC= 0.663000   mean_err_CC= 0.007318   sigma_CC= 0.192480
sigma_err_CC= 0.006598
2  mean_CC= 0.676704   mean_err_CC= 0.008523   sigma_CC= 0.173444
sigma_err_CC= 0.007157
3  mean_CC= 0.700931   mean_err_CC= 0.007802   sigma_CC= 0.143598
sigma_err_CC= 0.007202
4  mean_CC= 0.714183   mean_err_CC= 0.013835   sigma_CC= 0.130510
sigma_err_CC= 0.011623
5  mean_CC= 0.770932   mean_err_CC= 0.031252   sigma_CC= 0.122630
sigma_err_CC= 0.032997
6  mean_CC= 0.800539   mean_err_CC= 0.020355   sigma_CC= 0.086153
sigma_err_CC= 0.015676
0  mean_ECN= 0.728226   mean_err_ECN= 0.022047   sigma_ECN= 0.151403
sigma_err_ECN= 0.025445
1  mean_ECN= 0.744689   mean_err_ECN= 0.033818   sigma_ECN= 0.156733
sigma_err_ECN= 0.038791
0  mean_ECS= 0.719878   mean_err_ECS= 0.020732   sigma_ECS= 0.140218
sigma_err_ECS= 0.023141
1  mean_ECS= 0.724768   mean_err_ECS= 0.037462   sigma_ECS= 0.185857
sigma_err_ECS= 0.035125

sum_eff_b_CC = 0   num_CC = 2714
sum_eff_b_ECN = 0   num_ECN = 139
sum_eff_b_ECS = 0   num_ECS = 132

CSIP no muveto, with lower bin at 25
----------------------------------------------------
Energy and response:
  CC  0.6669  0.0041   21.2561    0.1579
  CC  0.6731  0.0031   26.4103    0.1554
  CC  0.6907  0.0038   33.9397    0.2470
  CC  0.7144  0.0042   44.1902    0.3807
  CC  0.7491  0.0075   60.6020    0.8945
  CC  0.7657  0.0103   79.0204    1.7539
  CC  0.8091  0.0099  103.2514    2.5787
 ECN  0.7271  0.0085   89.9221    1.7670
 ECN  0.7440  0.0105  131.6284    2.6617
 ECS  0.7177  0.0088   86.6376    1.6698
 ECS  0.7497  0.0111  129.9504    2.6290
And as vectors:
CC e_meas: 21.2561,26.4103,33.9397,44.1902,60.6020,79.0204,103.2514,
CC d_e_meas: 0.1579,0.1554,0.2470,0.3807,0.8945,1.7539,2.5787,
CC R: 0.6669,0.6731,0.6907,0.7144,0.7491,0.7657,0.8091,
CC dR: 0.0041,0.0031,0.0038,0.0042,0.0075,0.0103,0.0099,
ECN e_meas: 89.9221,131.6284,
ECN d_e_meas: 1.7670,2.6617,
ECN R: 0.7271,0.7440,
ECN dR: 0.0085,0.0105,
ECS e_meas: 86.6376,129.9504,
ECS d_e_meas: 1.6698,2.6290,
ECS R: 0.7177,0.7497,
ECS dR: 0.0088,0.0111,
And here is the covariance matrix:
         1   0.945451  0.0122471          0          0
  0.945451          1  0.0218902          0          0
 0.0122471  0.0218902          1          0          0
         0          0          0          1          0
         0          0          0          0          1

Minimum at:
p0 = 0.786401 +- 0.00537685
p1 = 0.0834078 +- 0.00462529
p2 = -1.0406e-10 +- 0.00137124
p3 = 0.92 +- 0.548909
p4 = 0.94 +- 0.555029
 With chi2 = 13.4599
 Data points CC,ECN,ECS  = 7,  2,  2
Total number of entries = 1.11635e+06
Tagged number of entries = 14579
Total number of entries in CC = 721171
Tagged number of entries in CC = 12884
Total number of entries in ECN = 196459
Tagged number of entries in ECN = 826
Total number of entries in ECS = 198722
Tagged number of entries in ECS = 869

NCC, NECN, NECS = 0  0  0

EC same sign = 228
EC oppo sign = 45

0  E_mean_CC= 21.256115   E_mean_err_CC= 0.157939
1  E_mean_CC= 26.410275   E_mean_err_CC= 0.155350
2  E_mean_CC= 33.939698   E_mean_err_CC= 0.246977
3  E_mean_CC= 44.190247   E_mean_err_CC= 0.380676
4  E_mean_CC= 60.602037   E_mean_err_CC= 0.894515
5  E_mean_CC= 79.020354   E_mean_err_CC= 1.753856
6  E_mean_CC= 103.251363   E_mean_err_CC= 2.578669


0  mean_CC= 0.666943   mean_err_CC= 0.004142   sigma_CC= 0.201529   sigma_err_CC= 0.003567
1  mean_CC= 0.673106   mean_err_CC= 0.003123   sigma_CC= 0.182673   sigma_err_CC= 0.002895
2  mean_CC= 0.690692   mean_err_CC= 0.003780   sigma_CC= 0.164467   sigma_err_CC= 0.003651
3  mean_CC= 0.714440   mean_err_CC= 0.004203   sigma_CC= 0.150693   sigma_err_CC= 0.004072
4  mean_CC= 0.749116   mean_err_CC= 0.007541   sigma_CC= 0.136836   sigma_err_CC= 0.007105
5  mean_CC= 0.765726   mean_err_CC= 0.010307   sigma_CC= 0.108821   sigma_err_CC= 0.008806
6  mean_CC= 0.809077   mean_err_CC= 0.009909   sigma_CC= 0.081135   sigma_err_CC= 0.007668
0  mean_ECN= 0.727143   mean_err_ECN= 0.008546   sigma_ECN= 0.157384   sigma_err_ECN= 0.007468
1  mean_ECN= 0.743991   mean_err_ECN= 0.010478   sigma_ECN= 0.158751   sigma_err_ECN= 0.010254
0  mean_ECS= 0.717734   mean_err_ECS= 0.008848   sigma_ECS= 0.162149   sigma_err_ECS= 0.006844
1  mean_ECS= 0.749670   mean_err_ECS= 0.011127   sigma_ECS= 0.166580   sigma_err_ECS= 0.011291

sum_eff_b_CC = 0   num_CC = 12884
sum_eff_b_ECN = 0   num_ECN = 826
sum_eff_b_ECS = 0   num_ECS = 869




Cryostat factors: gam+b MC, 3.1
-------------------------------
with muo filter
       Float_t xbin_EC[nbin_EC+1]={ 25, 350};
       Float_t e_xmin_EC[nbin_EC]={  0};
       Float_t e_xmax_EC[nbin_EC]={400};

With mean from Gaus fits
Minimum at:
p0 = 0.824858 +- 0.00153835
p1 = 0.0795126 +- 0.0022277
p2 = -0.0144976 +- 0.00295865
p3 = 0.960219 +- 0.0224991
p4 = 0.864878 +- 0.0719787
 With chi2 = 28.2325



with mutag veto

And here is the covariance matrix:
         1  -0.561177  -0.702544  -0.100554 -0.0310317
 -0.561177          1   0.502852  0.0950626   0.027417
 -0.702544   0.502852          1  0.0584776 0.00807929
 -0.100554  0.0950626  0.0584776          1 0.00893257
-0.0310317   0.027417 0.00807929 0.00893257          1

Minimum at:
p0 = 0.821643 +- 0.0015533
p1 = 0.0808808 +- 0.0023109
p2 = -0.0146944 +- 0.00292952
p3 = 0.959652 +- 0.0212814
p4 = 0.878241 +- 0.0660987
 With chi2 = 32.1