City specific shrunken estimates for the 0-3 distributed lag

Total mortality CVD mortality

City State coef se t City

Albuquerque NM 0.00053 0.00042 1.27 Albuquerque

Atlanta GA 0.00030 0.00029 1.02 Atlanta

Austin TX 0.00045 0.00039 1.15 Austin

Baltimore MD 0.00052 0.00031 1.64 Baltimore

Birmingham AL 0.00029 0.00036 0.82 Birmingham

Boston MA 0.00068 0.00033 2.08 Boston

Boulder CO 0.00060 0.00042 1.43 Boulder

Broward FL 0.00059 0.00038 1.55 Broward

Canton OH 0.00049 0.00040 1.22 Canton

Charlotte NC 0.00057 0.00038 1.50 Charlotte

Chicago IL 0.00048 0.00030 1.60 Chicago

Cincinnati OH 0.00051 0.00036 1.41 Cincinnati

Cleveland OH 0.00060 0.00035 1.68 Cleveland

Colorado SpringsCO 0.00050 0.00042 1.19 Colorado Springs

Columbus OH 0.00074 0.00037 2.01 Columbus

Dallas TX 0.00058 0.00032 1.82 Dallas 

Denver CO 0.00035 0.00041 0.86 Denver

Detroit MI 0.00105 0.00034 3.04 Detroit

Greensborough NC 0.00048 0.00040 1.20 Greensborough

Honolulu HI 0.00049 0.00042 1.16 Honolulu

Houston TX 0.00016 0.00026 0.62 Houston

Jersy city NJ 0.00035 0.00038 0.93 Jersy city

Kansas City KS 0.00092 0.00039 2.38 Kansas City

Los Angeles CA 0.00027 0.00021 1.28 Los Angeles

Miami FL 0.00061 0.00037 1.63 Miami 

Milwaukee WI 0.00066 0.00038 1.73 Milwaukee

Nashville TN 0.00046 0.00038 1.20 Nashville

New Haven CT 0.00065 0.00036 1.78 New Haven 

New Orleans LA 0.00022 0.00037 0.58 New Orleans

NYC NY 0.00109 0.00024 4.64 NYC

Oklahoma City OK 0.00062 0.00038 1.63 Oklahoma City

Orlando FL 0.00049 0.00038 1.29 Orlando

Philidelphia PA 0.00062 0.00031 1.99 Philidelphia

Phoenix AZ 0.00071 0.00037 1.90 Phoenix

Pittsburg PA 0.00028 0.00033 0.86 Pittsburg

Provo/Orem UT 0.00053 0.00042 1.25 Provo/Orem

Sacramento CA 0.00057 0.00039 1.46 Sacramento

St. Louis MO 0.00054 0.00033 1.63 St. Louis

Salt Lake City UT 0.00048 0.00041 1.17 Salt Lake City

San Diego CA 0.00045 0.00037 1.20 San Diego

San Francisco CA 0.00057 0.00042 1.36 San Francisco

Seattle WA 0.00049 0.00038 1.29 Seattle

Spokane WA 0.00059 0.00041 1.42 Spokane

Tampa FL 0.00012 0.00037 0.34 Tampa

Terra Haute IN 0.00066 0.00042 1.57 Terra Haute
Tulsa OK 0.00087 0.00039 2.23 Tulsa

Washington DC DC 0.00010 0.00036 0.27 Washington DC

Youngstown OH 0.00045 0.00039 1.14 Youngstown
All respiratory mortality

State coef set City State coef

NM 0.00079 0.00041 1.92 Albuquerque NM 0.00079

GA 0.00061 0.00034 1.82 Atlanta GA 0.00106

TX 0.00078 0.00040 1.96 Austin TX 0.00078

MD 0.00097 0.00035 2.74 Baltimore MD 0.00093

AL 0.00053 0.00038 1.39 Birmingham AL 0.00077

MA 0.00077 0.00036 2.12 Boston MA 0.00106

CO 0.00084 0.00041 2.02 Boulder CO 0.00085

FL 0.00075 0.00039 1.92 Broward FL 0.00080

OH 0.00081 0.00040 2.01 Canton OH 0.00081

NC 0.00086 0.00039 2.20 Charlotte NC 0.00080

IL 0.00125 0.00037 3.34 Chicago IL 0.00078

OH 0.00068 0.00038 1.78 Cincinnati OH 0.00088

OH 0.00079 0.00037 2.14 Cleveland OH 0.00095

CO 0.00079 0.00041 1.91 Colorado Springs CO 0.00079

OH 0.00077 0.00038 2.01 Columbus OH 0.00080

TX 0.00075 0.00036 2.11 Dallas TX 0.00089

CO 0.00083 0.00041 2.02 Denver CO 0.00088

MI 0.00142 0.00037 3.89 Detroit MI 0.00104

NC 0.00074 0.00040 1.85 Greensborough NC 0.00086

HI 0.00076 0.00041 1.84 Honolulu HI 0.00082

TX 0.00063 0.00031 2.03 Houston TX 0.00047

NJ 0.00079 0.00039 2.05 Jersy city NJ 0.00085

KS 0.00098 0.00039 2.49 Kansas City KS 0.00096

CA 0.00031 0.00024 1.26 Los Angeles CA 0.00042

FL 0.00078 0.00038 2.06 Miami FL 0.00082

WI 0.00074 0.00039 1.89 Milwaukee WI 0.00095

TN 0.00070 0.00039 1.78 Nashville TN 0.00065

CT 0.00104 0.00038 2.74 New Haven CT 0.00098

LA 0.00068 0.00039 1.75 New Orleans LA 0.00079

NY 0.00125 0.00026 4.71 NYC NY 0.00086

OK 0.00090 0.00039 2.30 Oklahoma City OK 0.00083

FL 0.00066 0.00039 1.71 Orlando FL 0.00080

PA 0.00096 0.00036 2.69 Philidelphia PA 0.00079

AZ 0.00087 0.00039 2.24 Phoenix AZ 0.00096

PA 0.00060 0.00036 1.68 Pittsburg PA 0.00063

UT 0.00080 0.00041 1.93 Provo/Orem UT 0.00083

CA 0.00075 0.00040 1.90 Sacramento CA 0.00079

MO 0.00078 0.00036 2.13 St. Louis MO 0.00087

UT 0.00079 0.00041 1.94 Salt Lake City UT 0.00085

CA 0.00069 0.00039 1.79 San Diego CA 0.00079

CA 0.00082 0.00041 2.00 San Francisco CA 0.00087

WA 0.00082 0.00039 2.10 Seattle WA 0.00084

WA 0.00077 0.00041 1.88 Spokane WA 0.00082

FL 0.00060 0.00038 1.55 Tampa FL 0.00061

IN 0.00086 0.00041 2.10 Terra Haute IN 0.00081
OK 0.00101 0.00040 2.54 Tulsa OK 0.00077

DC 0.00054 0.00038 1.42 Washington DC DC 0.00072

OH 0.00077 0.00040 1.93 Youngstown OH 0.00091
se t

0.00041 1.96

0.00037 2.84

0.00040 1.95

0.00038 2.48

0.00039 1.96

0.00038 2.80

0.00041 2.10

0.00040 2.00

0.00040 2.02

0.00040 2.02

0.00037 2.08

0.00039 2.26

0.00039 2.43

0.00041 1.96

0.00039 2.04

0.00038 2.33

0.00040 2.18

0.00039 2.69

0.00040 2.13

0.00041 2.03

0.00036 1.31

0.00040 2.15

0.00040 2.40

0.00031 1.35

0.00039 2.08

0.00040 2.40

0.00040 1.65

0.00039 2.49

0.00040 1.97

0.00035 2.44

0.00040 2.09

0.00040 2.02

0.00038 2.08

0.00040 2.44

0.00038 1.64

0.00041 2.04

0.00040 1.99

0.00038 2.28

0.00040 2.11

0.00039 2.02

0.00040 2.16

0.00040 2.10

0.00040 2.03

0.00039 1.56

0.00041 2.00
0.00040 1.92

0.00039 1.83

0.00040 2.28
City specific original NOT shrunken estimates for the 0-3 distributed lag

Total mortality CVD mortality

City State coef se t City

Albuquerque NM 0.0005464 0.0021590 0.25 Albuquerque

Atlanta GA 0.0000950 0.0003940 0.24 Atlanta

Austin TX -0.0000193 0.0010487 -0.02 Austin

Baltimore MD 0.0005003 0.0004676 1.07 Baltimore

Birmingham AL -0.0002644 0.0006544 -0.40 Birmingham

Boston MA 0.0009140 0.0005197 1.76 Boston

Boulder CO 0.0041664 0.0029306 1.42 Boulder

Broward FL 0.0008790 0.0008833 1.00 Broward

Canton OH 0.0001581 0.0012392 0.13 Canton

Charlotte NC 0.0007548 0.0008710 0.87 Charlotte

Chicago IL 0.0004317 0.0004208 1.03 Chicago

Cincinnati OH 0.0004613 0.0006921 0.67 Cincinnati

Cleveland OH 0.0007574 0.0006473 1.17 Cleveland

Colorado SpringsCO -0.0005563 0.0025129 -0.22 Colorado Springs

Columbus OH 0.0013815 0.0007381 1.87 Columbus

Dallas TX 0.0006419 0.0004768 1.35 Dallas 

Denver CO -0.0020026 0.0015529 -1.29 Denver

Detroit MI 0.0020503 0.0005896 3.48 Detroit

Greensborough NC 0.0001154 0.0011455 0.10 Greensborough

Honolulu HI -0.0020411 0.0033076 -0.62 Honolulu

Houston TX -0.0000648 0.0003351 -0.19 Houston

Jersy city NJ -0.0003600 0.0008618 -0.42 Jersy city

Kansas City KS 0.0028977 0.0009481 3.06 Kansas City

Los Angeles CA 0.0001876 0.0002470 0.76 Los Angeles

Miami FL 0.0008848 0.0007884 1.12 Miami 

Milwaukee WI 0.0012277 0.0008808 1.39 Milwaukee

Nashville TN 0.0001604 0.0008948 0.18 Nashville

New Haven CT 0.0009862 0.0007128 1.38 New Haven 

New Orleans LA -0.0008944 0.0008038 -1.11 New Orleans

NYC NY 0.0013456 0.0002836 4.75 NYC

Oklahoma City OK 0.0010010 0.0008605 1.16 Oklahoma City

Orlando FL 0.0003357 0.0008238 0.41 Orlando

Philidelphia PA 0.0007441 0.0004694 1.59 Philidelphia

Phoenix AZ 0.0013565 0.0007978 1.70 Phoenix

Pittsburg PA -0.0000875 0.0005176 -0.17 Pittsburg

Provo/Orem UT 0.0005049 0.0032240 0.16 Provo/Orem

Sacramento CA 0.0007902 0.0009730 0.81 Sacramento

St. Louis MO 0.0005723 0.0005401 1.06 St. Louis

Salt Lake City UT -0.0001269 0.0014791 -0.09 Salt Lake City

San Diego CA 0.0001741 0.0007905 0.22 San Diego

San Francisco CA 0.0015410 0.0021307 0.72 San Francisco

Seattle WA 0.0003415 0.0008609 0.40 Seattle

Spokane WA 0.0020362 0.0020325 1.00 Spokane
Tampa FL -0.0010616 0.0007258 -1.46 Tampa

Terra Haute IN 0.0074013 0.0030285 2.44 Terra Haute

Tulsa OK 0.0028205 0.0010092 2.79 Tulsa

Washington DC DC -0.0010233 0.0006823 -1.50 Washington DC

Youngstown OH -0.0000501 0.0010661 -0.05 Youngstown
All respiratory mortality

State coef se t City State coef

NM 4.37E-05 0.00324892 0.01 Albuquerque NM -3.87E-03

GA 2.53E-04 0.00057282 0.44 Atlanta GA 2.41E-03

TX 5.62E-04 0.00153089 0.37 Austin TX -6.35E-04

MD 1.41E-03 0.00067401 2.09 Baltimore MD 1.57E-03

AL -9.17E-04 0.0009569 -0.96 Birmingham AL -5.84E-06

MA 6.58E-04 0.00074063 0.89 Boston MA 2.45E-03

CO 0.0050 0.00453465 1.11 Boulder CO 8.08E-03

FL 3.36E-04 0.00117008 0.29 Broward FL 7.78E-06

OH 9.59E-04 0.00165783 0.58 Canton OH 2.20E-04

NC 1.39E-03 0.00120806 1.15 Charlotte NC 2.18E-04

IL 3.19E-03 0.00086219 3.70 Chicago IL 5.01E-04

OH 8.81E-06 0.00096683 0.01 Cincinnati OH 1.58E-03

OH 0.0008 0.00083362 0.92 Cleveland OH 2.42E-03

CO -2.36E-04 0.00380417 -0.06 Colorado Springs CO -4.60E-03

OH 5.89E-04 0.00098298 0.60 Columbus OH 4.52E-04

TX 6.13E-04 0.00070328 0.87 Dallas TX 1.32E-03

CO 1.66E-03 0.00237822 0.70 Denver CO 4.20E-03

MI 3.65E-03 0.00078362 4.66 Detroit MI 3.27E-03

NC -0.0001 0.00165204 -0.08 Greensborough NC 1.94E-03

HI -3.96E-03 0.00450865 -0.88 Honolulu HI -3.19E-04

TX 4.12E-04 0.00047267 0.87 Houston TX -7.58E-04

NJ 7.53E-04 0.00111592 0.67 Jersy city NJ 1.29E-03

KS 2.74E-03 0.00129231 2.12 Kansas City KS 4.32E-03

CA 4.80E-05 0.00030032 0.16 Los Angeles CA -1.51E-04

FL 6.87E-04 0.00093243 0.74 Miami FL 7.44E-04

WI 1.95E-04 0.00129142 0.15 Milwaukee WI 3.86E-03

TN -2.10E-04 0.00126418 -0.17 Nashville TN -3.03E-03

CT 2.27E-03 0.00094008 2.41 New Haven CT 3.12E-03

LA -2.01E-04 0.00113448 -0.18 New Orleans LA -2.77E-04

NY 1.56E-03 0.00034417 4.52 NYC NY 9.45E-04

OK 1.71E-03 0.0011775 1.45 Oklahoma City OK 9.51E-04

FL -3.01E-04 0.00109143 -0.28 Orlando FL 3.25E-04

PA 1.41E-03 0.00069776 2.02 Philidelphia PA 5.28E-04

AZ 1.40E-03 0.00112933 1.24 Phoenix AZ 3.38E-03

PA 1.23E-05 0.00071217 0.02 Pittsburg PA -1.00E-03

UT 3.36E-04 0.00469574 0.07 Provo/Orem UT 6.62E-04

CA 2.64E-04 0.00134509 0.20 Sacramento CA 5.19E-05

MO 6.89E-04 0.00076685 0.90 St. Louis MO 1.26E-03

UT 5.19E-04 0.00220187 0.24 Salt Lake City UT 2.20E-03

CA -6.20E-05 0.00109023 -0.06 San Diego CA 2.94E-04

CA 1.68E-03 0.00275502 0.61 San Francisco CA 5.87E-03

WA 1.04E-03 0.00125119 0.83 Seattle WA 1.03E-03

WA -6.69E-04 0.00299384 -0.22 Spokane WA 3.56E-04
FL -6.88E-04 0.00103647 -0.66 Tampa FL -2.57E-03

IN 7.00E-03 0.00407751 1.72 Terra Haute IN -2.63E-03

OK 3.39E-03 0.00140485 2.41 Tulsa OK -1.18E-03

DC -7.99E-04 0.000939 -0.85 Washington DC DC -9.38E-04

OH 3.69E-04 0.00142308 0.26 Youngstown OH 3.67E-03
se t

0.00490961 -0.79

0.00096678 2.49

0.00218522 -0.29

0.00099715 1.58

0.00145466 0.00

0.00100061 2.45

0.00691485 1.17

0.00209677 0.00

0.00253856 0.09

0.00206375 0.11

0.00094987 0.53

0.00141219 1.12

0.00141127 1.71

0.00522311 -0.88

0.00163627 0.28

0.00109024 1.21

0.00320061 1.31

0.0013044 2.50

0.00246148 0.79

0.00691984 -0.05

0.00075473 -1.00

0.00175507 0.73

0.0020492 2.11

0.00047989 -0.32

0.00164308 0.45

0.00193251 2.00

0.00187599 -1.62

0.00152377 2.05

0.00211145 -0.13

0.00069282 1.36

0.00188614 0.50

0.00175918 0.18

0.0010427 0.51

0.00170613 1.98

0.00117033 -0.86

0.00658179 0.10

0.00191827 0.03

0.00114543 1.10

0.00315949 0.70

0.00160764 0.18

0.00416756 1.41

0.00189374 0.54

0.00394859 0.09
0.00156689 -1.64

0.00623205 -0.42

0.00239432 -0.49

0.00160252 -0.59

0.00227714 1.61