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    Nausea Only In DATA1
 		  
   

 

 

Model Information

Data Set

WORK.ANAL_

 

Response Variable

ae9

NAUSEA ALONE

Number of Response Levels

2

 

Number of Observations

4042802

 

Model

binary logit

 

Optimization Technique

Fisher's scoring

 

 

 

Response Profile

Ordered
Value

ae9

Total
Frequency

1

1

17841

2

0

4024961

 

Probability modeled is ae9=1.

 

NOTE:

7628 observations were deleted due to missing values for the response or explanatory variables.

 

 

Model Convergence Status

Convergence criterion (GCONV=1E-8) satisfied.

 

 

Model Fit Statistics

Criterion

Intercept
Only

Intercept
and
Covariates

AIC

229115.56

212442.33

SC

229128.78

213433.26

-2 Log L

229113.56

212292.33

 

 

Testing Global Null Hypothesis: BETA=0

Test

Chi-Square

DF

Pr > ChiSq

Likelihood Ratio

16821.2374

74

<.0001

Score

39230.2595

74

<.0001

Wald

22604.7880

74

<.0001

 

 

Analysis of Maximum Likelihood Estimates

Parameter

DF

Estimate

Standard
Error

Wald
Chi-Square

Pr > ChiSq

Intercept

1

-6.2431

0.0294

44946.3875

<.0001

agegrp

1

0.0630

0.00531

140.7230

<.0001

FEMALE

1

0.3812

0.0179

455.7632

<.0001

opioid

1

1.3516

0.0418

1047.8076

<.0001

anesthesia

1

2.3109

0.0924

625.1853

<.0001

otherdx

1

1.7776

0.0247

5158.4984

<.0001

procedure1

1

0.7133

0.0853

69.8753

<.0001

procedure2

1

0.2236

0.1236

3.2754

0.0703

procedure3

1

0.6386

0.1087

34.5314

<.0001

procedure4

1

1.7413

0.1376

160.0652

<.0001

procedure5

1

0.2348

0.3351

0.4910

0.4835

procedure6

1

0.5888

0.0411

204.8970

<.0001

procedure7

1

0.2084

0.0458

20.7077

<.0001

procedure8

1

0.8758

0.0241

1325.8273

<.0001

procedure9

1

0.5592

0.0327

293.1689

<.0001

procedure10

1

0.0842

0.0428

3.8779

0.0489

hosp1

1

0.3140

0.0493

40.6119

<.0001

hosp2

1

-0.2155

0.0801

7.2318

0.0072

hosp3

1

-0.1237

0.0323

14.6412

0.0001

hosp4

1

0.5909

0.0477

153.3368

<.0001

hosp6

1

0.0733

0.0349

4.4124

0.0357

hosp8

1

0.0664

0.0441

2.2659

0.1323

hosp9

1

0.9336

0.0374

622.8312

<.0001

hosp10

1

0.4815

0.0608

62.7560

<.0001

hosp11

1

0.6077

0.0856

50.3679

<.0001

hosp12

1

-0.1259

0.0681

3.4147

0.0646

hosp13

1

0.5331

0.0422

159.2581

<.0001

hosp14

1

-0.0184

0.0490

0.1415

0.7068

hosp15

1

0.0811

0.0537

2.2842

0.1307

hosp16

1

0.9371

0.0406

531.7669

<.0001

hosp17

1

0.3649

0.0410

79.3956

<.0001

hosp18

1

0.3566

0.1263

7.9671

0.0048

hosp21

1

-0.1464

0.0491

8.8986

0.0029

hosp22

1

-0.5178

0.0380

185.8486

<.0001

hosp23

1

-0.0116

0.0451

0.0668

0.7961

hosp24

1

0.5478

0.0349

245.8168

<.0001

hosp25

1

0.2170

0.0595

13.2809

0.0003

hosp26

1

-0.2567

0.0937

7.5062

0.0061

hosp32

1

0.4571

0.0828

30.4956

<.0001

hosp34

1

0.3589

0.0560

41.1257

<.0001

hosp35

1

0.8604

0.0485

315.0754

<.0001

hosp36

1

0.7532

0.0419

323.5211

<.0001

source4

1

0.0859

0.0465

3.4131

0.0647

source5

1

-0.9362

0.1908

24.0725

<.0001

source6

1

-0.4257

0.1236

11.8660

0.0006

source7

1

-0.2488

0.0201

153.9113

<.0001

CM_AIDS

1

0.0278

0.2061

0.0182

0.8927

CM_ALCOHOL

1

-0.5670

0.0745

57.8954

<.0001

CM_ANEMDEF

1

0.1170

0.0234

25.0242

<.0001

CM_ARTH

1

0.0699

0.0499

1.9618

0.1613

CM_BLDLOSS

1

-0.5446

0.0517

111.1308

<.0001

CM_CHF

1

-0.7236

0.0441

269.0649

<.0001

CM_CHRNLUNG

1

-0.1252

0.0231

29.4793

<.0001

CM_COAG

1

-0.4011

0.0560

51.3048

<.0001

CM_DEPRESS

1

0.3009

0.0267

126.5004

<.0001

CM_DM

1

-0.2036

0.0247

67.9560

<.0001

CM_DMCX

1

-0.2605

0.0557

21.9063

<.0001

CM_DRUG

1

-0.1933

0.0727

7.0623

0.0079

CM_HTN_C

1

0.0559

0.0179

9.7235

0.0018

CM_HYPOTHY

1

0.1246

0.0263

22.4080

<.0001

CM_LIVER

1

-0.0248

0.0688

0.1300

0.7184

CM_LYMPH

1

-0.0490

0.0933

0.2761

0.5993

CM_LYTES

1

0.0599

0.0231

6.7542

0.0094

CM_METS

1

0.1337

0.0468

8.1476

0.0043

CM_NEURO

1

-0.4126

0.0467

78.0533

<.0001

CM_OBESE

1

0.1348

0.0309

19.0404

<.0001

CM_PARA

1

-0.2229

0.0740

9.0720

0.0026

CM_PERIVASC

1

-0.1997

0.0454

19.3675

<.0001

CM_PSYCH

1

-0.0426

0.0552

0.5958

0.4402

CM_PULMCIRC

1

-0.3908

0.1234

10.0280

0.0015

CM_RENLFAIL

1

-0.5516

0.0481

131.2294

<.0001

CM_TUMOR

1

0.00275

0.0598

0.0021

0.9634

CM_ULCER

1

0.2584

0.3361

0.5912

0.4420

CM_VALVE

1

-0.0555

0.0441

1.5829

0.2083

CM_WGHTLOSS

1

0.0453

0.0521

0.7553

0.3848

 

 

Odds Ratio Estimates

Effect

Point Estimate

95% Wald
Confidence Limits

agegrp

1.065

1.054

1.076

FEMALE

1.464

1.414

1.516

opioid

3.864

3.560

4.193

anesthesia

10.083

8.413

12.086

otherdx

5.915

5.635

6.209

procedure1

2.041

1.726

2.412

procedure2

1.251

0.982

1.593

procedure3

1.894

1.531

2.343

procedure4

5.705

4.356

7.471

procedure5

1.265

0.656

2.439

procedure6

1.802

1.662

1.953

procedure7

1.232

1.126

1.347

procedure8

2.401

2.290

2.517

procedure9

1.749

1.641

1.865

procedure10

1.088

1.000

1.183

hosp1

1.369

1.243

1.508

hosp2

0.806

0.689

0.943

hosp3

0.884

0.829

0.941

hosp4

1.806

1.644

1.983

hosp6

1.076

1.005

1.152

hosp8

1.069

0.980

1.165

hosp9

2.544

2.364

2.737

hosp10

1.619

1.437

1.823

hosp11

1.836

1.553

2.172

hosp12

0.882

0.771

1.008

hosp13

1.704

1.569

1.851

hosp14

0.982

0.892

1.081

hosp15

1.084

0.976

1.205

hosp16

2.553

2.357

2.764

hosp17

1.440

1.329

1.561

hosp18

1.428

1.115

1.830

hosp21

0.864

0.785

0.951

hosp22

0.596

0.553

0.642

hosp23

0.988

0.905

1.080

hosp24

1.730

1.615

1.852

hosp25

1.242

1.106

1.396

hosp26

0.774

0.644

0.930

hosp32

1.579

1.343

1.858

hosp34

1.432

1.283

1.598

hosp35

2.364

2.150

2.600

hosp36

2.124

1.956

2.305

source4

1.090

0.995

1.194

source5

0.392

0.270

0.570

source6

0.653

0.513

0.832

source7

0.780

0.750

0.811

CM_AIDS

1.028

0.687

1.540

CM_ALCOHOL

0.567

0.490

0.656

CM_ANEMDEF

1.124

1.074

1.177

CM_ARTH

1.072

0.972

1.183

CM_BLDLOSS

0.580

0.524

0.642

CM_CHF

0.485

0.445

0.529

CM_CHRNLUNG

0.882

0.843

0.923

CM_COAG

0.670

0.600

0.747

CM_DEPRESS

1.351

1.282

1.424

CM_DM

0.816

0.777

0.856

CM_DMCX

0.771

0.691

0.859

CM_DRUG

0.824

0.715

0.951

CM_HTN_C

1.058

1.021

1.095

CM_HYPOTHY

1.133

1.076

1.193

CM_LIVER

0.975

0.852

1.116

CM_LYMPH

0.952

0.793

1.143

CM_LYTES

1.062

1.015

1.111

CM_METS

1.143

1.043

1.253

CM_NEURO

0.662

0.604

0.725

CM_OBESE

1.144

1.077

1.216

CM_PARA

0.800

0.692

0.925

CM_PERIVASC

0.819

0.749

0.895

CM_PSYCH

0.958

0.860

1.068

CM_PULMCIRC

0.677

0.531

0.862

CM_RENLFAIL

0.576

0.524

0.633

CM_TUMOR

1.003

0.892

1.128

CM_ULCER

1.295

0.670

2.502

CM_VALVE

0.946

0.868

1.031

CM_WGHTLOSS

1.046

0.945

1.159

 

 

Association of Predicted Probabilities and Observed Responses

Percent Concordant

62.7

Somers' D

0.435

Percent Discordant

19.1

Gamma

0.532

Percent Tied

18.2

Tau-a

0.004

Pairs

71809329201

c

0.718

 

 

 

 

 

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