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Table 3 Cardiovascular Prevalence Models 1 to 3, Parameter Estimates for Males

From: A multilevel model for cardiovascular disease prevalence in the US and its application to micro area prevalence estimates

 

Model 1

Model 2

Model 3

 

Mean

2.5%

97.5%

Rel've Risk

Mean

2.5%

97.5%

Rel've Risk

Mean

2.5%

97.5%

Rel've Risk

α

-2.49

-2.53

-2.45

 

-2.51

-2.72

-2.43

 

-2.45

-2.54

-2.41

 

Ethnic Coefficients (log relative risk)*

β 11

0.00

  

1.00

0.00

  

1.00

0.00

  

1.00

β 12

0.06

0.00

0.14

1.07

-0.05

-0.12

0.03

0.95

-0.08

-0.17

-0.01

0.92

β 13

0.04

-0.01

0.08

1.04

0.08

0.00

0.20

1.09

0.01

-0.11

0.10

1.01

β 14

0.25

0.18

0.31

1.28

0.17

0.08

0.24

1.18

0.21

0.10

0.32

1.24

Education Coefficients (log relative risk)**

η 11

0.00

  

1.00

0.00

  

1.00

0.00

  

1.00

η 12

-0.22

-0.26

-0.17

0.81

-0.20

-0.24

-0.15

0.82

-0.21

-0.26

-0.15

0.81

η 13

-0.24

-0.29

-0.19

0.78

-0.22

-0.27

-0.16

0.80

-0.24

-0.29

-0.17

0.79

η 14

-0.56

-0.60

-0.51

0.57

-0.53

-0.58

-0.47

0.59

-0.55

-0.59

-0.48

0.58

County Effects

κ1 (County poverty)***

    

0.48

0.18

0.83

1.11

0.46

0.17

0.78

1.10

δ1 Parameters (Urbanity)

Metro > 1 m

    

0.00

  

1.00

0.00

  

1.00

Metro, 250th-1m

    

-0.03

-0.09

0.02

0.97

-0.02

-0.06

0.02

0.98

Metro < 250th

    

0.02

-0.04

0.09

1.02

0.02

-0.03

0.07

1.02

Urban > 20th, adj Metro

    

-0.08

-0.15

-0.01

0.92

-0.07

-0.14

-0.01

0.93

Urban > 20th, not adj Metro

    

-0.12

-0.23

-0.01

0.88

-0.11

-0.20

0.00

0.89

Urban 2.5–20th, adj Metro

    

-0.02

-0.09

0.06

0.98

0.00

-0.07

0.06

1.00

Urban 2.5–20th, not adj Metro

    

0.04

-0.04

0.12

1.04

0.04

-0.03

0.12

1.04

Rural or < 2,5th, adj Metro

    

0.01

-0.09

0.16

1.01

0.03

-0.08

0.14

1.03

Rural or < 2,5th, not adj Metro

    

0.01

-0.14

0.19

1.01

0.04

-0.07

0.13

1.04

State Spatial Effects

λa, Average Spatial Dependence

    

0.57

0.27

0.81

 

0.38

0.15

0.62

 

Ï„w Overall Spatial Variance (Model 2)

    

0.011

0.005

0.025

     

φ11 Spatial Variance, Wh (Model 3)

        

0.010

0.005

0.017

 

φ22 Spatial Variance, Blk (Model 3)

        

0.077

0.033

0.167

 

φ33 Spatial Variance, Hisp (Model 3)

        

0.041

0.019

0.078

 

φ44 Spatial Variance, Oth (Model 3)

        

0.021

0.009

0.045

 
  1. * 1 White; 2 Black; 3 Hispanic; 4 Other
  2. ** 1 No school, elementary only, or some high school without graduating; 2 High school graduate; 3 Some college; 4 College Graduate
  3. *** Relative Risks for County Poverty Compares Risks at 5th and 95th percentiles of 2005 all age poverty rate