Wgt Linear ML_betas and covb_12.05.12.xlsx

Author: Abt Associates Inc.

Created: 12/5/12

Worksheet Description

R1_betas The coefficient matrix for the weighted linear mixed logit model for the 

Northeast region.

R1_covb The covariance matrix for the weighted linear mixed logit model for the 

Northeast region.

R2_betas The coefficient matrix for the weighted linear mixed logit model for the 

Southeast region.

R2_covb The covariance matrix for the weighted linear mixed logit model for the 

Southeast region.

R3_betas The coefficient matrix for the weighted linear mixed logit model for the 

Inland region.

R3_covb The covariance matrix for the weighted linear mixed logit model for the 

Inland region.

R4_betas The coefficient matrix for the weighted linear mixed logit model for the 

Pacific region.

R4_covb The covariance matrix for the weighted linear mixed logit model for the 

Pacific region.

R5_betas The coefficient matrix for the weighted linear mixed logit model for the 

national survey version

R5_covb The covariance matrix for the weighted linear mixed logit model for the 

national survey version

Purpose: This file contains the estimated coefficients (betas) and covariance matrices (covb) 

from weighted linear mixed logit models estimated based in the 316(b) stated preference (SP) 

survey data. They are inputs to the STATA code used to estimate implicit prices for 

environmental attributes for each SP survey region. The coefficient and covariance matrices are 

imported into STATA as individual text files. R1 is region 1 (Northeast), R2 is region 2 

(Southeast), R3 is region 3 (Inland), R4 is region 4 (Pacific), and R5 is region 5 (the national 

survey version). 
neither com_fish fish_pop fish_sav aquatic cost nsneither nscom_fish nsfish_pop

-0.522587 0.213159 0.0650196 0.0290034 0.201349 -0.0210617 0.194646 0.024356 0.51866
nsfish_sav nsaquatic com_ne fish_ne fish_com fiso_ne fiso_com fish_fis

0.0119382 0.164638 -0.134153 -0.266294 -0.0837973 -0.0150595 0.00782241 -0.0385169
aqua_ne aqua_com aqua_fis aquo_fis sdneither sdcom_fish sdfish_pop sdfish_sav sdaquatic

-0.344934 -0.490548 -0.17135 -0.0781565 0.194646 0.136346 0.589018 0.0437499 0.649763
neither com_fish fish_pop fish_sav aquatic cost nsneither

0.137601 0.00239168 0.0163098 8.48E-05 0.0151515 0.000385518 0.166157

0.00239168 0.00268316 0.000504597 6.11E-05 -0.000587383 -0.00010559 0.00267179

0.0163098 0.000504597 0.00877868 0.000118377 0.00177088 -2.98E-05 0.0442493

8.48E-05 6.11E-05 0.000118377 2.15E-05 -4.59E-05 -5.61E-06 0.00070454

0.0151515 -0.000587383 0.00177088 -4.59E-05 0.0106217 -6.99E-05 0.0265318

0.000385518 -0.00010559 -2.98E-05 -5.61E-06 -6.99E-05 2.06E-05 0.000502759

0.166157 0.00267179 0.0442493 0.00070454 0.0265318 0.000502759 1.03437

0.0117171 0.00458088 0.00157579 0.000187583 -0.000838923 -7.36E-05 0.0110617

0.0204921 -0.00160546 0.00364384 -0.000134181 -0.000367777 0.000299198 0.0630979

0.00105504 -0.000460197 -0.000182282 9.85E-06 -0.000216058 4.26E-05 -0.000951025

-0.0468243 0.0111016 0.00177718 -0.000129233 0.00411479 -0.000963648 0.0252536

0.00788615 0.00217206 0.000133811 -5.06E-05 -0.00276154 0.00019181 0.0841797

0.03079 0.00105674 0.0110345 1.41E-05 0.00168814 -0.000178033 0.0783881

-0.0307928 -0.00184516 0.00476531 4.67E-05 -0.000381325 3.91E-05 0.0466763

0.000821276 0.000386397 0.000224545 2.79E-05 -0.000402568 -7.02E-06 0.00278909

-0.00164201 -0.000363265 -0.000141474 1.73E-05 3.02E-05 8.76E-06 -0.00223129

-0.000724144 -0.000297004 -8.45E-05 -7.79E-06 0.000112838 7.65E-06 0.00113462

0.0151518 -0.0118783 0.000628816 -0.000443709 0.017261 -3.49E-05 0.048956

0.00481649 0.00617997 0.00212787 -4.03E-05 0.00314221 3.12E-05 0.06253

0.0529158 0.00297944 -0.00182439 -0.000113539 0.00648735 0.000285277 0.0361166

-0.0273398 0.00623252 0.00916349 -0.00072591 0.000121918 -0.000435692 0.174223

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
nscom_fish nsfish_pop nsfish_sav nsaquatic com_ne fish_ne fish_com

0.0117171 0.0204921 0.00105504 -0.0468243 0.00788615 0.03079 -0.0307928

0.00458088 -0.00160546 -0.000460197 0.0111016 0.00217206 0.00105674 -0.00184516

0.00157579 0.00364384 -0.000182282 0.00177718 0.000133811 0.0110345 0.00476531

0.000187583 -0.000134181 9.85E-06 -0.000129233 -5.06E-05 1.41E-05 4.67E-05

-0.000838923 -0.000367777 -0.000216058 0.00411479 -0.00276154 0.00168814 -0.000381325

-7.36E-05 0.000299198 4.26E-05 -0.000963648 0.00019181 -0.000178033 3.91E-05

0.0110617 0.0630979 -0.000951025 0.0252536 0.0841797 0.0783881 0.0466763

0.0352568 0.000788539 -0.000814296 0.0163038 0.00404991 -0.0086624 -0.00455851

0.000788539 0.0434123 0.00184021 -0.0291186 0.0081242 -0.0245109 0.00845649

-0.000814296 0.00184021 0.00129152 -0.0059449 -0.000753568 -8.57E-05 -0.00585705

0.0163038 -0.0291186 -0.0059449 0.618683 0.00530393 0.0260049 -0.0195732

0.00404991 0.0081242 -0.000753568 0.00530393 0.0266287 -0.00555384 0.00715419

-0.0086624 -0.0245109 -8.57E-05 0.0260049 -0.00555384 0.094408 -0.036279

-0.00455851 0.00845649 -0.00585705 -0.0195732 0.00715419 -0.036279 0.0951432

0.00277334 -0.000631592 7.38E-05 0.00128821 0.000381668 0.000613357 -0.0010762

-0.00219665 7.87E-05 0.000288573 -0.00364493 -0.00073963 -0.000721716 0.000746489

-0.00163179 0.00024603 -0.000275986 -0.000699562 0.000223029 -0.000967083 0.00303656

-0.0745161 0.0104627 0.00410456 -0.0535033 -0.0361925 0.0232634 -0.00336882

0.035137 -0.00395496 -0.00238971 0.194682 0.0236764 -0.00274315 -0.0091471

0.0340816 0.00751008 0.00195812 0.0159716 0.0145698 -0.0089025 -0.053521

0.0171617 -0.00545211 -0.022664 0.243643 0.0353001 0.0101655 0.139669

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
fiso_ne fiso_com fish_fis aqua_ne aqua_com aqua_fis aquo_fis

0.000821276 -0.00164201 -0.000724144 0.0151518 0.00481649 0.0529158 -0.0273398

0.000386397 -0.000363265 -0.000297004 -0.0118783 0.00617997 0.00297944 0.00623252

0.000224545 -0.000141474 -8.45E-05 0.000628816 0.00212787 -0.00182439 0.00916349

2.79E-05 1.73E-05 -7.79E-06 -0.000443709 -4.03E-05 -0.000113539 -0.00072591

-0.000402568 3.02E-05 0.000112838 0.017261 0.00314221 0.00648735 0.000121918

-7.02E-06 8.76E-06 7.65E-06 -3.49E-05 3.12E-05 0.000285277 -0.000435692

0.00278909 -0.00223129 0.00113462 0.048956 0.06253 0.0361166 0.174223

0.00277334 -0.00219665 -0.00163179 -0.0745161 0.035137 0.0340816 0.0171617

-0.000631592 7.87E-05 0.00024603 0.0104627 -0.00395496 0.00751008 -0.00545211

7.38E-05 0.000288573 -0.000275986 0.00410456 -0.00238971 0.00195812 -0.022664

0.00128821 -0.00364493 -0.000699562 -0.0535033 0.194682 0.0159716 0.243643

0.000381668 -0.00073963 0.000223029 -0.0361925 0.0236764 0.0145698 0.0353001

0.000613357 -0.000721716 -0.000967083 0.0232634 -0.00274315 -0.0089025 0.0101655

-0.0010762 0.000746489 0.00303656 -0.00336882 -0.0091471 -0.053521 0.139669

0.000434848 -0.000202374 -0.000235631 -0.00624902 0.00279355 0.00188275 -0.00131125

-0.000202374 0.000342674 0.000105089 0.00510132 -0.00321478 -0.00287431 -0.00682074

-0.000235631 0.000105089 0.000293746 0.00261867 -0.00110278 -0.00250204 0.00637018

-0.00624902 0.00510132 0.00261867 0.313121 -0.143938 -0.099494 -0.106702

0.00279355 -0.00321478 -0.00110278 -0.143938 0.144722 0.0679853 0.127058

0.00188275 -0.00287431 -0.00250204 -0.099494 0.0679853 0.127332 -0.0663508

-0.00131125 -0.00682074 0.00637018 -0.106702 0.127058 -0.0663508 0.745044

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
sdneither sdcom_fish sdfish_pop sdfish_sav sdaquatic

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

1.03437 0 0 0 0

0 0.0283276 0 0 0

0 0 0.032819 0 0

0 0 0 0.000161096 0

0 0 0 0 0.196239
neither com_fish fish_pop fish_sav aquatic cost nsneither nscom_fish

-1.63728 0.0887092 -0.0280036 0.0259608 0.0616324 -0.0420947 0.298347 0.144879
nsfish_pop nsfish_sav nsaquatic com_ne fish_ne fish_com fiso_ne fiso_com

0.345338 0.0313431 0.365938 -0.0993469 -0.0296273 -0.0472799 0.0120636 -0.0495951
fish_fis aqua_ne aqua_com aqua_fis aquo_fis sdneither sdcom_fish sdfish_pop sdfish_sav

0.0206357 0.405951 -0.427494 0.307379 -0.142647 0.298347 0.17567 0.349816 0.0633516
sdaquatic

0.772197
neither com_fish fish_pop fish_sav aquatic cost nsneither

0.11052 0.00409089 0.0103939 0.000128735 0.0046949 0.00062467 -0.0245498

0.00409089 0.00249148 0.000541664 -7.19E-06 -0.000397066 -3.60E-05 -0.0208183

0.0103939 0.000541664 0.00613113 -1.67E-05 -0.00103704 1.58E-05 -0.0166997

0.000128735 -7.19E-06 -1.67E-05 2.57E-05 -1.53E-05 -1.02E-05 -0.000419738

0.0046949 -0.000397066 -0.00103704 -1.53E-05 0.00686309 -6.53E-05 0.0189903

0.00062467 -3.60E-05 1.58E-05 -1.02E-05 -6.53E-05 2.52E-05 -0.000420773

-0.0245498 -0.0208183 -0.0166997 -0.000419738 0.0189903 -0.000420773 1.44047

0.00420135 0.00326776 -0.00134098 -0.000136702 -0.00211413 0.00013167 -0.014927

-0.00408479 0.00186251 -0.00626673 0.000255034 0.00326177 -0.000326094 0.00567077

-0.00086583 -5.78E-05 0.000256502 4.47E-05 -0.000247255 -1.98E-05 -0.00132134

0.00498583 0.00372533 0.0108 -0.000218317 -0.00793643 0.000297807 -0.0870371

0.00163793 -0.00260188 0.00187031 -9.82E-05 3.02E-05 0.00029722 0.0303271

0.0167552 0.00453438 0.00042627 -0.000358581 0.00231744 0.000151559 0.139069

0.0138337 0.00229918 0.00582144 3.71E-05 -0.00208852 -0.000220588 -0.00955289

-0.00114327 -0.000422128 -0.000158986 -2.51E-05 0.000511029 -4.58E-06 0.00997712

0.000586079 -0.000336196 0.000206655 2.78E-05 -0.000255578 1.89E-05 -0.000190341

3.01E-05 -2.21E-05 0.000311829 3.84E-06 -9.67E-05 -7.59E-06 -0.000189326

-0.00963317 -0.00105263 -3.83E-05 0.000284882 0.00547019 -0.000358207 0.079893

0.0103649 -0.00323807 0.00544087 -0.000353694 0.00807683 0.000493623 -0.0555681

-0.020415 -0.00481593 0.002479 0.000307328 -0.00536038 -7.81E-05 -0.0561916

0.00796766 0.00228296 0.0109269 0.000140649 -0.00447636 0.000460357 -0.113211

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
nscom_fish nsfish_pop nsfish_sav nsaquatic com_ne fish_ne fish_com

0.00420135 -0.00408479 -0.00086583 0.00498583 0.00163793 0.0167552 0.0138337

0.00326776 0.00186251 -5.78E-05 0.00372533 -0.00260188 0.00453438 0.00229918

-0.00134098 -0.00626673 0.000256502 0.0108 0.00187031 0.00042627 0.00582144

-0.000136702 0.000255034 4.47E-05 -0.000218317 -9.82E-05 -0.000358581 3.71E-05

-0.00211413 0.00326177 -0.000247255 -0.00793643 3.02E-05 0.00231744 -0.00208852

0.00013167 -0.000326094 -1.98E-05 0.000297807 0.00029722 0.000151559 -0.000220588

-0.014927 0.00567077 -0.00132134 -0.0870371 0.0303271 0.139069 -0.00955289

0.0166268 0.00216554 -0.000757213 0.00145183 -0.00497136 0.0116631 -0.00136012

0.00216554 0.0444541 -0.000105223 -0.0177974 -0.00750609 0.00490851 0.00457776

-0.000757213 -0.000105223 0.000434682 -0.00230024 0.000102084 -0.000348624 0.000254149

0.00145183 -0.0177974 -0.00230024 0.536472 0.00801806 0.0181536 -0.00658005

-0.00497136 -0.00750609 0.000102084 0.00801806 0.0295629 -0.0120291 -0.00261531

0.0116631 0.00490851 -0.000348624 0.0181536 -0.0120291 0.115242 0.010593

-0.00136012 0.00457776 0.000254149 -0.00658005 -0.00261531 0.010593 0.0414372

-0.00145509 -0.000381727 1.10E-05 0.00246903 0.000572192 -0.000781798 -0.000980066

-0.00120499 -0.000842338 0.000305055 -0.00164849 0.0010285 -0.000977202 -0.000275367

-0.000476345 -0.000840974 9.46E-05 -0.000799959 0.000295453 -0.000384502 0.00166765

-0.0170324 0.0173245 0.00266929 -0.1987 0.0161896 -0.00974334 0.00948221

-0.0249312 -0.0203409 -0.000831819 0.162281 0.0408142 -0.0373603 -0.0130547

-0.0163672 -0.0308977 0.00159539 -0.00938875 0.023218 -0.0868811 -0.000670945

-0.00744163 -0.0138721 0.00208877 0.259893 0.0278933 -0.00412762 -0.00297352

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
fiso_ne fiso_com fish_fis aqua_ne aqua_com aqua_fis aquo_fis

-0.00114327 0.000586079 3.01E-05 -0.00963317 0.0103649 -0.020415 0.00796766

-0.000422128 -0.000336196 -2.21E-05 -0.00105263 -0.00323807 -0.00481593 0.00228296

-0.000158986 0.000206655 0.000311829 -3.83E-05 0.00544087 0.002479 0.0109269

-2.51E-05 2.78E-05 3.84E-06 0.000284882 -0.000353694 0.000307328 0.000140649

0.000511029 -0.000255578 -9.67E-05 0.00547019 0.00807683 -0.00536038 -0.00447636

-4.58E-06 1.89E-05 -7.59E-06 -0.000358207 0.000493623 -7.81E-05 0.000460357

0.00997712 -0.000190341 -0.000189326 0.079893 -0.0555681 -0.0561916 -0.113211

-0.00145509 -0.00120499 -0.000476345 -0.0170324 -0.0249312 -0.0163672 -0.00744163

-0.000381727 -0.000842338 -0.000840974 0.0173245 -0.0203409 -0.0308977 -0.0138721

1.10E-05 0.000305055 9.46E-05 0.00266929 -0.000831819 0.00159539 0.00208877

0.00246903 -0.00164849 -0.000799959 -0.1987 0.162281 -0.00938875 0.259893

0.000572192 0.0010285 0.000295453 0.0161896 0.0408142 0.023218 0.0278933

-0.000781798 -0.000977202 -0.000384502 -0.00974334 -0.0373603 -0.0868811 -0.00412762

-0.000980066 -0.000275367 0.00166765 0.00948221 -0.0130547 -0.000670945 -0.00297352

0.000855437 0.000116939 -5.04E-05 0.000986683 0.00592907 0.00164218 -0.00123018

0.000116939 0.000428068 0.000150941 0.00247127 0.00165238 0.00241675 0.00245174

-5.04E-05 0.000150941 0.00036749 0.000808496 0.000907543 0.00212144 0.000512165

0.000986683 0.00247127 0.000808496 0.202505 0.00746541 0.008808 -0.0314675

0.00592907 0.00165238 0.000907543 0.00746541 0.206018 0.0782393 0.127951

0.00164218 0.00241675 0.00212144 0.008808 0.0782393 0.160461 0.0278031

-0.00123018 0.00245174 0.000512165 -0.0314675 0.127951 0.0278031 0.228401

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
sdneither sdcom_fish sdfish_pop sdfish_sav sdaquatic

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

1.44047 0 0 0 0

0 0.0161267 0 0 0

0 0 0.0471916 0 0

0 0 0 0.000813236 0

0 0 0 0 0.367571
neither com_fish fish_pop fish_sav aquatic cost nsneither nscom_fish nsfish_pop

-3.53149 0.0233522 0.0100712 0.015973 0.0486435 -0.0327961 5.18984 0.0995489 0.0365832
nsfish_sav nsaquatic com_ne fish_ne fish_com fiso_ne fiso_com fish_fis

0.0186363 0.061819 -0.0766602 0.0364409 -0.112995 -0.00368989 -0.0328766 -0.021416
aqua_ne aqua_com aqua_fis aquo_fis sdneither sdcom_fish sdfish_pop sdfish_sav

-0.310142 0.0208121 -0.110704 -0.0457562 5.18984 0.125645 0.124234 0.0435941
sdaquatic

0.33881
neither com_fish fish_pop fish_sav aquatic cost nsneither

0.318302 0.00184808 0.00464246 0.000755626 0.00151707 0.000245033 -0.113047

0.00184808 0.000769019 0.000108592 -6.33E-06 0.000164391 -1.42E-05 0.00258659

0.00464246 0.000108592 0.00174874 8.91E-06 5.13E-05 -1.06E-05 0.0032298

0.000755626 -6.33E-06 8.91E-06 1.55E-05 1.01E-05 -1.87E-06 0.0013365

0.00151707 0.000164391 5.13E-05 1.01E-05 0.00200544 -1.76E-05 0.00275752

0.000245033 -1.42E-05 -1.06E-05 -1.87E-06 -1.76E-05 8.06E-06 1.21E-05

-0.113047 0.00258659 0.0032298 0.0013365 0.00275752 1.21E-05 0.806902

-0.00293729 0.000238906 2.29E-05 -5.72E-06 0.000253654 -2.81E-05 -0.00057249

0.00904398 0.000232843 0.000192746 3.75E-05 0.000200727 -2.26E-05 -0.00620446

0.00110882 1.03E-05 5.90E-06 -1.29E-06 -1.25E-05 1.73E-06 -0.00132943

-0.00560429 7.10E-05 -4.63E-05 2.50E-05 -0.00057881 -3.32E-05 0.0252882

0.00368119 0.000728249 0.000174078 -4.33E-06 0.000214457 1.78E-05 0.0108993

0.00501111 0.000124342 0.00145381 -9.88E-06 -5.61E-05 2.27E-05 0.01276

8.49E-05 -0.00016671 0.000325477 1.09E-05 0.000114914 2.30E-06 -0.000883756

0.00170184 -5.25E-06 -1.88E-05 1.48E-05 -4.06E-05 9.61E-07 0.00378403

0.000515068 -1.68E-05 7.40E-06 3.46E-07 -1.89E-05 4.30E-06 0.000123513

-0.000504324 -1.10E-05 5.66E-06 -4.59E-07 5.08E-05 2.19E-06 -0.000353139

0.00957532 9.51E-05 -0.000107486 2.87E-06 0.0015775 7.66E-05 0.0218741

-0.000897387 0.000377129 0.000410782 -2.91E-05 0.00126202 -2.25E-05 7.50E-05

-0.00424532 -0.000219382 0.000118122 -4.82E-05 0.000670999 2.38E-05 -0.0226703

0.00306817 -0.000183006 3.28E-05 1.66E-05 -0.000398739 -8.40E-06 -0.000831178

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
nscom_fish nsfish_pop nsfish_sav nsaquatic com_ne fish_ne fish_com

-0.00293729 0.00904398 0.00110882 -0.00560429 0.00368119 0.00501111 8.49E-05

0.000238906 0.000232843 1.03E-05 7.10E-05 0.000728249 0.000124342 -0.00016671

2.29E-05 0.000192746 5.90E-06 -4.63E-05 0.000174078 0.00145381 0.000325477

-5.72E-06 3.75E-05 -1.29E-06 2.50E-05 -4.33E-06 -9.88E-06 1.09E-05

0.000253654 0.000200727 -1.25E-05 -0.00057881 0.000214457 -5.61E-05 0.000114914

-2.81E-05 -2.26E-05 1.73E-06 -3.32E-05 1.78E-05 2.27E-05 2.30E-06

-0.00057249 -0.00620446 -0.00132943 0.0252882 0.0108993 0.01276 -0.000883756

0.00378219 0.000570306 -7.34E-06 0.000599687 0.000426619 -0.000218468 -0.000954956

0.000570306 0.0175204 -1.48E-06 -0.00162266 -0.000162788 -0.00106457 -0.00743874

-7.34E-06 -1.48E-06 5.67E-05 -8.51E-05 3.03E-05 3.50E-05 7.12E-05

0.000599687 -0.00162266 -8.51E-05 0.0162596 0.000228164 1.93E-05 0.000147665

0.000426619 -0.000162788 3.03E-05 0.000228164 0.00255801 0.000376352 0.000104579

-0.000218468 -0.00106457 3.50E-05 1.93E-05 0.000376352 0.00537158 0.000193138

-0.000954956 -0.00743874 7.12E-05 0.000147665 0.000104579 0.000193138 0.0117176

-0.000138331 6.17E-05 5.21E-06 3.70E-05 -2.25E-05 -1.27E-05 -1.14E-05

-4.86E-05 0.00029175 -1.89E-05 3.11E-05 1.51E-06 -7.28E-06 -0.000353416

3.23E-05 -0.000674903 -1.73E-05 -6.37E-05 1.92E-05 1.35E-05 0.000406763

0.000126138 -0.000434713 6.73E-05 0.000153938 0.00120921 0.000384871 0.00121317

0.00252407 0.000131002 0.000127851 0.000103788 0.00115597 0.000568429 -0.00103951

-0.000722207 -0.000436253 -4.74E-05 -0.00393718 -0.000698028 0.000154126 0.000295073

-0.00135764 0.00291819 -0.000416861 0.00042014 -0.00074998 2.48E-06 -0.00313404

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
fiso_ne fiso_com fish_fis aqua_ne aqua_com aqua_fis aquo_fis

0.00170184 0.000515068 -0.000504324 0.00957532 -0.000897387 -0.00424532 0.00306817

-5.25E-06 -1.68E-05 -1.10E-05 9.51E-05 0.000377129 -0.000219382 -0.000183006

-1.88E-05 7.40E-06 5.66E-06 -0.000107486 0.000410782 0.000118122 3.28E-05

1.48E-05 3.46E-07 -4.59E-07 2.87E-06 -2.91E-05 -4.82E-05 1.66E-05

-4.06E-05 -1.89E-05 5.08E-05 0.0015775 0.00126202 0.000670999 -0.000398739

9.61E-07 4.30E-06 2.19E-06 7.66E-05 -2.25E-05 2.38E-05 -8.40E-06

0.00378403 0.000123513 -0.000353139 0.0218741 7.50E-05 -0.0226703 -0.000831178

-0.000138331 -4.86E-05 3.23E-05 0.000126138 0.00252407 -0.000722207 -0.00135764

6.17E-05 0.00029175 -0.000674903 -0.000434713 0.000131002 -0.000436253 0.00291819

5.21E-06 -1.89E-05 -1.73E-05 6.73E-05 0.000127851 -4.74E-05 -0.000416861

3.70E-05 3.11E-05 -6.37E-05 0.000153938 0.000103788 -0.00393718 0.00042014

-2.25E-05 1.51E-06 1.92E-05 0.00120921 0.00115597 -0.000698028 -0.00074998

-1.27E-05 -7.28E-06 1.35E-05 0.000384871 0.000568429 0.000154126 2.48E-06

-1.14E-05 -0.000353416 0.000406763 0.00121317 -0.00103951 0.000295073 -0.00313404

7.03E-05 -2.20E-06 -1.50E-05 8.38E-05 -0.000273872 -0.000208212 4.98E-05

-2.20E-06 6.10E-05 -2.32E-05 -1.64E-05 -5.73E-05 0.000144103 0.000381639

-1.50E-05 -2.32E-05 9.51E-05 0.000109311 0.000113308 -1.92E-05 -0.000226491

8.38E-05 -1.64E-05 0.000109311 0.00749756 0.00234502 -0.00182238 -0.00210443

-0.000273872 -5.73E-05 0.000113308 0.00234502 0.0108894 -0.00225702 -0.00570385

-0.000208212 0.000144103 -1.92E-05 -0.00182238 -0.00225702 0.0159878 -0.0023966

4.98E-05 0.000381639 -0.000226491 -0.00210443 -0.00570385 -0.0023966 0.0180967

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
sdneither sdcom_fish sdfish_pop sdfish_sav sdaquatic

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0.806902 0 0 0 0

0 0.00373894 0 0 0

0 0 0.00760924 0 0

0 0 0 3.07E-05 0

0 0 0 0 0.00676333
neither com_fish fish_pop fish_sav aquatic cost nsneither nscom_fish nsfish_pop

0.187968 0.110724 0.160393 0.0364457 0.319631 -0.0217653 0.0170231 0.318742 0.0165349
nsfish_sav nsaquatic com_ne fish_ne fish_com fiso_ne fiso_com fish_fis

0.024566 0.00153455 -0.0471737 -0.0353735 -0.232523 -0.00835575 -0.0430509 0.0177843
aqua_ne aqua_com aqua_fis aquo_fis sdneither sdcom_fish sdfish_pop sdfish_sav

-0.0442707 -0.2865 -0.0244903 -0.054961 0.0170231 0.322214 0.235779 0.0533195
sdaquatic

0.296083
neither com_fish fish_pop fish_sav aquatic cost nsneither

0.247199 0.0119528 0.0296939 -0.000220606 0.0312249 0.000703066 1.50906

0.0119528 0.00740563 0.000921348 -3.81E-06 -0.00169108 -1.96E-05 0.115321

0.0296939 0.000921348 0.016228 -9.67E-05 0.00047718 -1.87E-05 0.287078

-0.000220606 -3.81E-06 -9.67E-05 4.66E-05 3.75E-05 -1.06E-05 -0.00381088

0.0312249 -0.00169108 0.00047718 3.75E-05 0.0177911 -0.000124537 0.271431

0.000703066 -1.96E-05 -1.87E-05 -1.06E-05 -0.000124537 2.86E-05 0.00719759

1.50906 0.115321 0.287078 -0.00381088 0.271431 0.00719759 36.1156

-0.00152843 0.00695229 -0.00227202 -0.000279294 -0.00699014 0.000228313 0.330322

-0.0210788 -0.0013351 -0.00195411 2.77E-05 -0.00214955 0.000437622 0.313223

-0.00157137 -0.000545915 -0.000371025 3.34E-05 -0.000378899 3.28E-05 -0.0132948

-0.0187414 0.0139286 -0.0225838 -0.000183118 0.0265183 -0.00100668 -0.109645

0.155162 0.026484 0.0128789 0.000204808 0.0147664 -0.00037102 0.511691

0.144981 0.00488612 0.0600203 -0.000435329 -0.00655883 0.000245996 3.65141

0.0296726 -7.72E-05 0.0134986 -0.000320666 0.00137101 0.000310712 0.364745

0.000278439 0.0008448 -7.14E-05 5.90E-05 -0.000236944 -1.28E-06 0.0578005

0.000323317 -0.000342236 -0.000342417 1.08E-05 2.85E-05 2.51E-05 0.0107

-0.000574696 0.000657131 0.000282744 2.49E-05 0.000622595 -7.56E-05 0.0238709

0.433472 -0.0384619 0.0317767 -0.00122644 0.130177 0.00389358 7.01837

-0.00609577 0.00188082 -0.00383983 -0.000156546 0.00400172 -0.000300348 -0.151105

0.0556033 -0.00248321 0.00945442 0.000411907 0.0160096 -0.000433853 -0.566153

-0.0355323 -0.00359573 -0.00711356 -0.000244867 -0.00179543 0.000467597 0.557136

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
nscom_fish nsfish_pop nsfish_sav nsaquatic com_ne fish_ne fish_com

-0.00152843 -0.0210788 -0.00157137 -0.0187414 0.155162 0.144981 0.0296726

0.00695229 -0.0013351 -0.000545915 0.0139286 0.026484 0.00488612 -7.72E-05

-0.00227202 -0.00195411 -0.000371025 -0.0225838 0.0128789 0.0600203 0.0134986

-0.000279294 2.77E-05 3.34E-05 -0.000183118 0.000204808 -0.000435329 -0.000320666

-0.00699014 -0.00214955 -0.000378899 0.0265183 0.0147664 -0.00655883 0.00137101

0.000228313 0.000437622 3.28E-05 -0.00100668 -0.00037102 0.000245996 0.000310712

0.330322 0.313223 -0.0132948 -0.109645 0.511691 3.65141 0.364745

0.053837 0.0136974 0.00109479 0.00808201 -0.143619 0.152559 -0.0236431

0.0136974 0.150861 0.00218186 -0.0263204 -0.0649493 0.132937 -0.0196974

0.00109479 0.00218186 0.00076231 -0.00264704 -0.0103692 0.00339544 -0.000495674

0.00808201 -0.0263204 -0.00264704 1.91158 0.0998095 0.00703008 -0.0103585

-0.143619 -0.0649493 -0.0103692 0.0998095 1.07402 -0.558907 0.102436

0.152559 0.132937 0.00339544 0.00703008 -0.558907 2.75023 -0.352384

-0.0236431 -0.0196974 -0.000495674 -0.0103585 0.102436 -0.352384 0.110175

0.00269266 0.00316512 0.000159837 0.00347007 -0.0123886 -0.015441 0.00505241

7.80E-05 0.00258899 4.85E-05 -0.00528503 -0.000752988 0.00843845 -0.00183021

-0.000477146 -0.00129238 -0.000761949 0.0146267 0.00980777 -0.0013353 -8.88E-05

0.00226174 0.0526829 0.00935701 -1.2054 -0.100083 -0.642303 0.339955

-0.00719663 -0.00416927 -0.00139972 0.157715 0.0267079 0.16971 -0.0549603

-0.0730364 -0.145032 0.0055522 -0.339106 0.223056 -0.561416 0.0813733

0.0487051 0.104667 -0.000825913 0.0734478 -0.166123 0.375568 -0.0504127

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
fiso_ne fiso_com fish_fis aqua_ne aqua_com aqua_fis aquo_fis

0.000278439 0.000323317 -0.000574696 0.433472 -0.00609577 0.0556033 -0.0355323

0.0008448 -0.000342236 0.000657131 -0.0384619 0.00188082 -0.00248321 -0.00359573

-7.14E-05 -0.000342417 0.000282744 0.0317767 -0.00383983 0.00945442 -0.00711356

5.90E-05 1.08E-05 2.49E-05 -0.00122644 -0.000156546 0.000411907 -0.000244867

-0.000236944 2.85E-05 0.000622595 0.130177 0.00400172 0.0160096 -0.00179543

-1.28E-06 2.51E-05 -7.56E-05 0.00389358 -0.000300348 -0.000433853 0.000467597

0.0578005 0.0107 0.0238709 7.01837 -0.151105 -0.566153 0.557136

0.00269266 7.80E-05 -0.000477146 0.00226174 -0.00719663 -0.0730364 0.0487051

0.00316512 0.00258899 -0.00129238 0.0526829 -0.00416927 -0.145032 0.104667

0.000159837 4.85E-05 -0.000761949 0.00935701 -0.00139972 0.0055522 -0.000825913

0.00347007 -0.00528503 0.0146267 -1.2054 0.157715 -0.339106 0.0734478

-0.0123886 -0.000752988 0.00980777 -0.100083 0.0267079 0.223056 -0.166123

-0.015441 0.00843845 -0.0013353 -0.642303 0.16971 -0.561416 0.375568

0.00505241 -0.00183021 -8.88E-05 0.339955 -0.0549603 0.0813733 -0.0504127

0.00315518 -0.000391671 0.000113904 0.0016837 -0.000319153 -0.00838717 0.00302705

-0.000391671 0.000262881 -0.000128713 0.0067843 -0.000371334 -0.00287332 0.00384789

0.000113904 -0.000128713 0.00143589 -0.0307375 0.0040599 -0.00830334 0.00300363

0.0016837 0.0067843 -0.0307375 5.95702 -0.629943 0.426059 0.00905586

-0.000319153 -0.000371334 0.0040599 -0.629943 0.125249 -0.0187641 -0.0191083

-0.00838717 -0.00287332 -0.00830334 0.426059 -0.0187641 1.09395 -0.67608

0.00302705 0.00384789 0.00300363 0.00905586 -0.0191083 -0.67608 0.494406

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
sdneither sdcom_fish sdfish_pop sdfish_sav sdaquatic

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

36.1156 0 0 0 0

0 0.0341041 0 0 0

0 0 0.0655959 0 0

0 0 0 0.000238896 0

0 0 0 0 0.0727168
neither com_fish fish_pop fish_sav aquatic cost nsneither nscom_fish nsfish_pop

-1.49364 0.0734972 0.19524 0.0211555 -0.106946 -0.0329439 0.0891483 0.0281016 0.533132
nsfish_sav nsaquatic com_ne fish_ne fish_com fiso_ne fiso_com fish_fis aqua_ne

0.0506837 0.809055 0.303655 0.137572 -0.327238 0.052586 0.0204165 -0.0376671 0.10157
aqua_com aqua_fis aquo_fis sdneither sdcom_fish sdfish_pop sdfish_sav sdaquatic

0.2475 -0.293355 -0.783913 0.0891483 0.304953 0.6405 0.0846745 1.19445
neither com_fish fish_pop fish_sav aquatic cost nsneither

0.230382 0.00996311 0.0125141 0.000418525 0.00360208 0.00112164 0.0230415

0.00996311 0.00361846 0.000973672 1.14E-05 -0.0011884 -5.57E-05 -4.17E-05

0.0125141 0.000973672 0.0122524 4.44E-05 -0.00220274 -0.000216392 0.0123015

0.000418525 1.14E-05 4.44E-05 4.43E-05 -0.000393031 -8.53E-06 0.000508766

0.00360208 -0.0011884 -0.00220274 -0.000393031 0.0289279 -5.28E-05 -0.0687907

0.00112164 -5.57E-05 -0.000216392 -8.53E-06 -5.28E-05 3.34E-05 0.000543542

0.0230415 -4.17E-05 0.0123015 0.000508766 -0.0687907 0.000543542 1.68133

-0.0106824 -0.00047405 -0.0097979 -0.000379667 0.00890227 0.000203453 -0.095932

0.0655803 0.00264648 0.00196592 -1.85E-05 -0.000264039 0.000562198 -0.0824189

0.00575618 7.50E-05 0.000424214 0.000131029 -0.00204492 2.58E-05 -7.72E-05

-0.0755389 -0.0033728 0.00225015 -6.55E-05 0.0104187 -0.000709649 -0.0154261

-0.029398 -0.00425974 0.00341892 0.000149751 -0.000470855 -0.000302516 0.0891654

-0.0127211 0.000950062 -0.0194694 0.000192485 0.00491771 2.42E-05 -0.0410725

-0.047635 -0.00568601 -0.00295087 -0.000564418 0.00641767 0.000155083 0.108123

-0.000210573 0.000338449 0.000943132 1.23E-05 0.000615246 -4.67E-05 0.00322572

-0.000232344 -0.000199156 8.70E-05 7.13E-05 -0.00256059 -4.75E-06 0.00683449

0.00013902 2.23E-05 -0.000518267 -2.99E-05 0.000744956 6.96E-06 -0.00474927

0.0269062 -0.00254866 0.0113533 0.000902314 -0.020578 -9.03E-05 0.0913739

-0.0724674 -0.00136442 0.00988562 -0.00116668 0.0352408 -0.000460993 0.0447676

0.085915 -0.000791585 0.0111209 0.000704594 -0.0312624 0.000210235 0.123269

-0.0609049 -0.00861249 -0.0108562 -0.00224382 0.0916945 0.000329988 -0.10329

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
nscom_fish nsfish_pop nsfish_sav nsaquatic com_ne fish_ne fish_com

-0.0106824 0.0655803 0.00575618 -0.0755389 -0.029398 -0.0127211 -0.047635

-0.00047405 0.00264648 7.50E-05 -0.0033728 -0.00425974 0.000950062 -0.00568601

-0.0097979 0.00196592 0.000424214 0.00225015 0.00341892 -0.0194694 -0.00295087

-0.000379667 -1.85E-05 0.000131029 -6.55E-05 0.000149751 0.000192485 -0.000564418

0.00890227 -0.000264039 -0.00204492 0.0104187 -0.000470855 0.00491771 0.00641767

0.000203453 0.000562198 2.58E-05 -0.000709649 -0.000302516 2.42E-05 0.000155083

-0.095932 -0.0824189 -7.72E-05 -0.0154261 0.0891654 -0.0410725 0.108123

0.217655 0.147974 -0.00192157 -0.0120128 -0.0353405 0.207911 -0.161013

0.147974 0.23314 0.00293173 -0.0576859 -0.0424502 0.18138 -0.246979

-0.00192157 0.00293173 0.00114021 -0.00616107 -0.000471943 -0.00115038 -0.00512385

-0.0120128 -0.0576859 -0.00616107 0.1539 0.0121619 -0.0204763 0.0729538

-0.0353405 -0.0424502 -0.000471943 0.0121619 0.0353019 -0.0404737 0.0372846

0.207911 0.18138 -0.00115038 -0.0204763 -0.0404737 0.30409 -0.217342

-0.161013 -0.246979 -0.00512385 0.0729538 0.0372846 -0.217342 0.419267

-0.00753609 -0.00454977 -1.04E-06 0.0010919 0.00152822 -0.00672094 0.00368346

0.00248637 0.000823659 0.000407308 -0.00162407 -0.000151368 0.00341139 -0.00300264

-0.00130851 -0.00239727 -0.000311661 0.00215614 -0.000455503 -0.000160651 0.00612817

-0.0872342 -0.0367831 0.00497819 0.0352106 0.00894933 -0.0973133 0.0364827

-0.115469 -0.151175 -0.00773154 0.0945978 0.0363272 -0.15593 0.19657

-0.1079 -0.0792939 0.00370263 -0.00513776 0.0138547 -0.12787 0.0564982

0.0719709 -0.00577334 -0.0143032 0.144647 -0.00272405 0.0309856 0.093383

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0

0 0 0 0 0 0 0
fiso_ne fiso_com fish_fis aqua_ne aqua_com aqua_fis aquo_fis

-0.000210573 -0.000232344 0.00013902 0.0269062 -0.0724674 0.085915 -0.0609049

0.000338449 -0.000199156 2.23E-05 -0.00254866 -0.00136442 -0.000791585 -0.00861249

0.000943132 8.70E-05 -0.000518267 0.0113533 0.00988562 0.0111209 -0.0108562

1.23E-05 7.13E-05 -2.99E-05 0.000902314 -0.00116668 0.000704594 -0.00224382

0.000615246 -0.00256059 0.000744956 -0.020578 0.0352408 -0.0312624 0.0916945

-4.67E-05 -4.75E-06 6.96E-06 -9.03E-05 -0.000460993 0.000210235 0.000329988

0.00322572 0.00683449 -0.00474927 0.0913739 0.0447676 0.123269 -0.10329

-0.00753609 0.00248637 -0.00130851 -0.0872342 -0.115469 -0.1079 0.0719709

-0.00454977 0.000823659 -0.00239727 -0.0367831 -0.151175 -0.0792939 -0.00577334

-1.04E-06 0.000407308 -0.000311661 0.00497819 -0.00773154 0.00370263 -0.0143032

0.0010919 -0.00162407 0.00215614 0.0352106 0.0945978 -0.00513776 0.144647

0.00152822 -0.000151368 -0.000455503 0.00894933 0.0363272 0.0138547 -0.00272405

-0.00672094 0.00341139 -0.000160651 -0.0973133 -0.15593 -0.12787 0.0309856

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