cda oddsratios 20160121

8/18/2019 CDA OddsRatios 20160121

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Post Dx Diabetes- for CDA, no BMI

The LOGISTIC Procedure

Model Information

Data Set WORK.STACKEDMATCHES

Response Variable postdxdiabetes Diabetes dx in ! "ear post dx#an$%or date

'mber of Response (e)els !

Model binar" lo*it

Optimi+ation Te$%ni,'e -is%ers s$orin*

'mber of Obser)ations Read /0102

'mber of Obser)ations 3sed /0102

Response 4rofile

OrderedVal'e postdxdiabetes

Total-re,'en$"

1 5 !0667

! 1 10/!7

Probability modeled is postdx_diabetes=1.

Class (e)el Information

Class Val'eDesi*n

Variables

Co%ort&ame Case 1

Control 5

exM- - 5

M 1

a$e7le)onl" Minorit" 5 5

Missin* 1 5

W%ite 5 1

MSTAT MARRIED 1 5

MISSI&8#3&K&O 5 1

&OT MARRIED 5 5

opa"*p $opa"missin* 1 5 5

freedisabilit" 5 1 5

14:00 Friday, April 15, 20

8/18/2019 CDA OddsRatios 20160121


freelo9in$ome 5 5 1

m'stpa" 5 5 5

e*ion MW 1 5 5

&E 5 1 5

SE 5 5 5

WE 5 5 1

*e$at 1:;/0 1 5 5 5

<5;<0 5 1 5 5

25;20 5 5 5 5

65;60 5 5 1 5

:5 or 5 5 5 1

pdist$at =>!5 miles 5 5

?!5;/5 mil 1 5

?/5 miles 5 1

Model Con)er*en$e Stat's

Con)er*en$e $riterion @8CO&V>1E;: satisfied.

Model -it Statisti$s

CriterionInter$ept

Onl"

Inter$eptand

Co)ariates

AIC 2255:.7!5 2/27:.7/5

C 22516.1!7 2/:5<.25:

! (o* ( 22552.7!5 2/255.7/5

Testin* 8lobal &'ll H"pot%esisB ETA>5

est C%i;S,'are D- 4r ? C%iS,

ieli%ood Ratio 1/5<.0600 1: =.5551

$ore 1725.<<60 1: =.5551

Wald 171!.6701 1: =.5551

T"pe 7 Anal"sis of Effe$ts

ffe$t D-Wald

C%i;S,'are 4r ? C%iS,

Co%ort&ame 1 !25.650< =.5551


8/18/2019 CDA OddsRatios 20160121


exM- 1 !6.7/51 =.5551

a$e7le)onl" ! /<.0/5/ =.5551

MSTAT ! 60.602: =.5551

opa"*p 7 !0!.07:2 =.5551

e*ion 7 !:.:6:! =.5551

*e$at / /6/.:5<5 =.5551

pdist$at ! !.<15: 5.!:<5

Anal"sis of Maxim'm (ieli%ood Estimates

arameter D- EstimateStandard

Error Wald


nter$ept 1 ;5.2/0< 5.56/: 6<.7572 =.5551

Co%ort&ame Case 1 ;5.7<66 5.5!!! !25.650< =.5551

exM- M 1 5.7/2: 5.5227 !6.7/51 =.5551

a$e7le)onl" Missin* 1 ;5./651 5.1116 16.657: =.5551

a$e7le)onl" W%ite 1 ;5.1/75 5.5!70 7<.:70< =.5551

MSTAT MARRIED 1 5.16<1 5.5!55 62.6<72 =.5551

MSTAT MISSI&8#3&K&O 1 ;5.1176 5.1!1: 5.:65/ 5.7<50

opa"*p $opa"missin* 1 5.1!:! 5.5/67 6.7/<< 5.5526

opa"*p freedisabilit" 1 5.7/!: 5.5!:: 1/!.5!<6 =.5551

opa"*p freelo9in$ome 1 ;5.5157 5.5!:! 5.1772 5.61/6

e*ion MW 1 5.552!1 5.5!<1 5.521/ 5.:5//

e*ion &E 1 ;5.5<!/ 5.5!:/ 7./561 5.52/0

e*ion WE 1 ;5.1!!6 5.5!<! !7.22/7 =.5551

*e$at 1:;/0 1 ;1.50/7 5.5225 !6/.0:/6 =.5551

*e$at <5;<0 1 ;5.75<0 5.5!6/ 1!/./05< =.5551

*e$at 65;60 1 5.5:02 5.5!// 17.<120 5.555!

*e$at :5 or 1 ;5.!1:: 5.5!:/ <0./!67 =.5551

pdist$at ?!5;/5 mil 1 5.551/2 5.5!<2 5.557! 5.0</<

pdist$at ?/5 miles 1 ;5.5:!6 5.5<!2 !./2:: 5.1121

Odds Ratio Estimates

ffe$t4oint

Estimate0< Wald

Confiden$e (imits

Co%ort&ame Case )s Control 5.200 5.265 5.675

exM- M )s - 1./1< 1.!/! 1.211


8/18/2019 CDA OddsRatios 20160121


a$e7le)onl" Missin* )s Minorit" 5.2!< 5.<5! 5.66:

a$e7le)onl" W%ite )s Minorit" 5.:26 5.:!6 5.05:

MSTAT MARRIED )s &OT MARRIED 1.101 1.1/2 1.!70

MSTAT MISSI&8#3&K&O )s &OT MARRIED 5.:07 5.657 1.177

opa"*p $opa"missin* )s m'stpa" 1.176 1.572 1.!/6

opa"*p freedisabilit" )s m'stpa" 1./50 1.77! 1./01

opa"*p freelo9in$ome )s m'stpa" 5.005 5.072 1.5/2

e*ion MW )s SE 1.552 5.0<: 1.5<6

e*ion &E )s SE 5.0/0 5.:0: 1.557

e*ion WE )s SE 5.::< 5.:/! 5.0!0

*e$at 1:;/0 )s 25;20 5.77< 5.!0/ 5.7:1

*e$at <5;<0 )s 25;20 5.672 5.20: 5.666

*e$at 65;60 )s 25;20 1.50/ 1.5/7 1.1/6

*e$at :5 or )s 25;20 5.:57 5.625 5.:/0

pdist$at ?!5;/5 mil )s =>!5 miles 1.551 5.0<! 1.5<7

pdist$at ?/5 miles )s =>!5 miles 5.0!1 5.:75 1.5!1

Asso$iation of 4redi$ted 4robabilities and Obser)edResponses

er$ent Con$ordant <0.1 Somers D 5.10<

er$ent Dis$ordant 70.2 8amma 5.106

er$ent Tied 1./ Ta';a 5.507

airs <6:!:5060 $ 5.<06


8/18/2019 CDA OddsRatios 20160121



8/18/2019 CDA OddsRatios 20160121


Post Dx Hyperlipidemia- for CDA, no BMI


Model Information


Response Variable postdx%"perlipidemia H"perlipidemian dx in ! "ear post dx#an$%or date


Model binar" lo*it




Response 4rofile

OrderedVal'e postdx%"perlipidemia

Total-re,'en$"

1 5 1:156

! 1 715:0

Probability modeled is postdx_hyperlipidemia=1.


Class Val'eDesi*n

Variables

Co%ort&ame Case 1

Control 5

exM- - 5

M 1


Missin* 1 5

W%ite 5 1

MSTAT MARRIED 1 5

MISSI&8#3&K&O 5 1

&OT MARRIED 5 5




8/18/2019 CDA OddsRatios 20160121


freelo9in$ome 5 5 1

m'stpa" 5 5 5

e*ion MW 1 5 5

&E 5 1 5

SE 5 5 5

WE 5 5 1

*e$at 1:;/0 1 5 5 5

<5;<0 5 1 5 5

25;20 5 5 5 5

65;60 5 5 1 5

:5 or 5 5 5 1


?!5;/5 mil 1 5

?/5 miles 5 1




CriterionInter$ept

Onl"

Inter$eptand

Co)ariates

AIC 2/67<./02 25<2:.617

C 2/6//.755 2567<.0:1

! (o* ( 2/677./02 25<75.617



ieli%ood Ratio /!5!.6:71 1: =.5551

$ore /!!0.1!25 1: =.5551

Wald 701!./2<5 1: =.5551


ffe$t D-Wald


Co%ort&ame 1 757/.261/ =.5551


8/18/2019 CDA OddsRatios 20160121


exM- 1 15.:2:5 5.5515

a$e7le)onl" ! 1!.!002 5.55!1

MSTAT ! 166.5!/! =.5551

opa"*p 7 <7.:00: =.5551

e*ion 7 20.5!1! =.5551

*e$at / <!:.75!1 =.5551

pdist$at ! 7./77! 5.1606



Error Wald


nter$ept 1 5.2::/ 5.5612 0!./61: =.5551

Co%ort&ame Case 1 ;1.!5/1 5.5!10 757/.261/ =.5551

exM- M 1 5.!5!: 5.521< 15.:2:5 5.5515

a$e7le)onl" Missin* 1 ;5.7!01 5.15:2 0.1:!6 5.55!/

a$e7le)onl" W%ite 1 ;5.5<:5 5.5!<5 <.7:01 5.5!57

MSTAT MARRIED 1 5.!2:0 5.5!56 12:.5652 =.5551

MSTAT MISSI&8#3&K&O 1 ;5.!1// 5.1101 7.!766 5.56!5

opa"*p $opa"missin* 1 5.50<5 5.5<57 7.<6<7 5.5<:2

opa"*p freedisabilit" 1 5.521/ 5.575/ /.522: 5.5/76

opa"*p freelo9in$ome 1 ;5.50<0 5.5!0/ 15.2/5: 5.5511

e*ion MW 1 5.55<0! 5.5!2< 5.5/00 5.:!7!

e*ion &E 1 ;5.572/ 5.5!0: 1./0:< 5.!!50

e*ion WE 1 ;5.1060 5.5!25 <6.01:/ =.5551

*e$at 1:;/0 1 ;5.0:!1 5.5<<0 750.!!15 =.5551

*e$at <5;<0 1 ;5.75</ 5.5!66 1!1.67/5 =.5551

*e$at 65;60 1 5.12:! 5.5!2/ /5.6!<! =.5551

*e$at :5 or 1 ;5.552!7 5.5!02 5.5//! 5.:77/

pdist$at ?!5;/5 mil 1 5.5/:1 5.5!61 7.1<71 5.56<:

pdist$at ?/5 miles 1 5.5760 5.5</0 5./6<0 5./057


ffe$t4oint

Estimate0< Wald

Confiden$e (imits

Co%ort&ame Case )s Control 5.755 5.!:6 5.717

exM- M )s - 1.!!< 1.5:2 1.7:!


8/18/2019 CDA OddsRatios 20160121


a$e7le)onl" Missin* )s Minorit" 5.6!5 5.<:! 5.:05

a$e7le)onl" W%ite )s Minorit" 5.0// 5.:00 5.001

MSTAT MARRIED )s &OT MARRIED 1.750 1.!<2 1.727

MSTAT MISSI&8#3&K&O )s &OT MARRIED 5.:56 5.270 1.510

opa"*p $opa"missin* )s m'stpa" 1.155 5.006 1.!17

opa"*p freedisabilit" )s m'stpa" 1.527 1.55! 1.1!0

opa"*p freelo9in$ome )s m'stpa" 5.050 5.:<: 5.02!

e*ion MW )s SE 1.552 5.0<< 1.525

e*ion &E )s SE 5.02/ 5.015 1.5!!

e*ion WE )s SE 5.:!5 5.6:5 5.:27

*e$at 1:;/0 )s 25;20 5.76< 5.772 5./1:

*e$at <5;<0 )s 25;20 5.676 5.20: 5.66:

*e$at 65;60 )s 25;20 1.1:7 1.1!/ 1.!/2

*e$at :5 or )s 25;20 5.00/ 5.07: 1.5<7

pdist$at ?!5;/5 mil )s =>!5 miles 1.5/0 5.00< 1.152

pdist$at ?/5 miles )s =>!5 miles 1.570 5.077 1.1<6


er$ent Con$ordant 22.! Somers D 5.777

er$ent Dis$ordant 7!.: 8amma 5.776

er$ent Tied 1.5 Ta';a 5.1<<

airs <2!0!:<!7 $ 5.226


8/18/2019 CDA OddsRatios 20160121


Post Dx Hypertension - for CDA, no BMI


Model Information


Response Variable postdx%"pertension H"pertension dx in ! "ear post dx#an$%or date


Model binar" lo*it




Response 4rofile

OrderedVal'e postdx%"pertension

Total-re,'en$"

1 5 1052:

! 1 751!:

Probability modeled is postdx_hypertension=1.


Class Val'eDesi*n

Variables

Co%ort&ame Case 1

Control 5

exM- - 5

M 1


Missin* 1 5

W%ite 5 1

MSTAT MARRIED 1 5

MISSI&8#3&K&O 5 1

&OT MARRIED 5 5



8/18/2019 CDA OddsRatios 20160121



freelo9in$ome 5 5 1

m'stpa" 5 5 5

e*ion MW 1 5 5

&E 5 1 5

SE 5 5 5

WE 5 5 1

*e$at 1:;/0 1 5 5 5

<5;<0 5 1 5 5

25;20 5 5 5 5

65;60 5 5 1 5

:5 or 5 5 5 1


?!5;/5 mil 1 5

?/5 miles 5 1




CriterionInter$ept

Onl"

Inter$eptand

Co)ariates

AIC 2<20/.757 2/20:.571

C 2<657.156 2/:2<.!00

! (o* ( 2<20!.757 2/225.571



ieli%ood Ratio 157!.!610 1: =.5551

$ore 15/5.!!/1 1: =.5551

Wald 1552.0016 1: =.5551


ffe$t D-Wald



8/18/2019 CDA OddsRatios 20160121


Co%ort&ame 1 15.61<< 5.5511

exM- 1 !.:0<: 5.5:::

a$e7le)onl" ! 5.7:50 5.:!22

MSTAT ! /:.6!<7 =.5551

opa"*p 7 11/.7!1: =.5551

e*ion 7 11!.2001 =.5551

*e$at / <0!.72// =.5551

pdist$at ! 5.!!!0 5.:0/<



Error Wald


nter$ept 1 5./776 5.5201 70./5<6 =.5551

Co%ort&ame Case 1 ;5.5652 5.5!12 15.61<< 5.5511

exM- M 1 5.151/ 5.5<02 !.:0<: 5.5:::

a$e7le)onl" Missin* 1 ;5.5!6! 5.152! 5.52<2 5.606:

a$e7le)onl" W%ite 1 ;5.51/7 5.5!70 5.7<00 5.</:2

MSTAT MARRIED 1 5.1!<7 5.5100 70.<752 =.5551

MSTAT MISSI&8#3&K&O 1 ;5.!:10 5.11<< <.0<!1 5.51/6

opa"*p $opa"missin* 1 ;5.5/<6 5.5/6/ 5.075< 5.77/6

opa"*p freedisabilit" 1 5.50/! 5.5!01 15./6!< 5.551!

opa"*p freelo9in$ome 1 ;5.1/57 5.5!:1 !/.07/! =.5551

e*ion MW 1 5.5:62 5.5!</ 11.::12 5.5552

e*ion &E 1 ;5.5170 5.5!:/ 5.!/55 5.2!/!

e*ion WE 1 ;5.!55! 5.5!/0 2/.::<! =.5551

*e$at 1:;/0 1 ;5.0!2: 5.5</2 !::./007 =.5551

*e$at <5;<0 1 ;5.7/71 5.5!2< 126.2<1/ =.5551

*e$at 65;60 1 5.1:76 5.5!<1 <7.7/71 =.5551

*e$at :5 or 1 5.5!6/ 5.5!:/ 5.0752 5.77/6

pdist$at ?!5;/5 mil 1 5.5112 5.5!<: 5.!510 5.2<7!

pdist$at ?/5 miles 1 ;5.55<7: 5.5<!/ 5.5152 5.01:!


ffe$t4oint

Estimate0< Wald

Confiden$e (imits

Co%ort&ame Case )s Control 5.07! 5.:07 5.06!


8/18/2019 CDA OddsRatios 20160121


exM- M )s - 1.156 5.0:< 1.!//

a$e7le)onl" Missin* )s Minorit" 5.067 5.605 1.10:

a$e7le)onl" W%ite )s Minorit" 5.0:2 5.0/1 1.577

MSTAT MARRIED )s &OT MARRIED 1.177 1.505 1.160

MSTAT MISSI&8#3&K&O )s &OT MARRIED 5.6</ 5.25! 5.0/2

opa"*p $opa"missin* )s m'stpa" 5.0<< 5.:61 1.5/:

opa"*p freedisabilit" )s m'stpa" 1.500 1.57: 1.127

opa"*p freelo9in$ome )s m'stpa" 5.:20 5.:!! 5.01:

e*ion MW )s SE 1.50! 1.570 1.1/6

e*ion &E )s SE 5.0:2 5.077 1.5/7

e*ion WE )s SE 5.:10 5.6:5 5.:<0

*e$at 1:;/0 )s 25;20 5.702 5.7<2 5.//1

*e$at <5;<0 )s 25;20 5.615 5.26/ 5.6/6

*e$at 65;60 )s 25;20 1.!5! 1.1// 1.!2!

*e$at :5 or )s 25;20 1.5!: 5.06! 1.5:2

pdist$at ?!5;/5 mil )s =>!5 miles 1.51! 5.02! 1.52/

pdist$at ?/5 miles )s =>!5 miles 5.00< 5.:0: 1.15!


er$ent Con$ordant <6.< Somers D 5.121

er$ent Dis$ordant /1./ 8amma 5.127

er$ent Tied 1.! Ta';a 5.562

airs <6//:565/ $ 5.<:5


cda oddsratios 20160121

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