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    Nausea with Vomiting In DATA1
 		  
   

 

 

 

 

Model Information

Data Set

WORK.ANAL_

 

Response Variable

ae8

NAUSEA WITH VOMITING

Number of Response Levels

2

 

Number of Observations

4042802

 

Model

binary logit

 

Optimization Technique

Fisher's scoring

 

 

 

Response Profile

Ordered
Value

ae8

Total
Frequency

1

1

31071

2

0

4011731

 

Probability modeled is ae8=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

364437.84

343378.02

SC

364451.06

344368.96

-2 Log L

364435.84

343228.02

 

 

Testing Global Null Hypothesis: BETA=0

Test

Chi-Square

DF

Pr > ChiSq

Likelihood Ratio

21207.8215

74

<.0001

Score

36827.2272

74

<.0001

Wald

27674.8942

74

<.0001

 

 

Analysis of Maximum Likelihood Estimates

Parameter

DF

Estimate

Standard
Error

Wald
Chi-Square

Pr > ChiSq

Intercept

1

-5.3449

0.0211

64439.2642

<.0001

agegrp

1

-0.0545

0.00398

187.2469

<.0001

FEMALE

1

0.3308

0.0130

651.3494

<.0001

opioid

1

1.2007

0.0393

934.6506

<.0001

anesthesia

1

2.5017

0.0775

1043.1042

<.0001

otherdx

1

1.4312

0.0186

5906.4003

<.0001

procedure1

1

0.4156

0.0837

24.6794

<.0001

procedure2

1

0.1714

0.0955

3.2221

0.0727

procedure3

1

-0.1373

0.1441

0.9079

0.3407

procedure4

1

0.3016

0.2266

1.7719

0.1831

procedure5

1

-0.5300

0.3182

2.7747

0.0958

procedure6

1

0.0789

0.0434

3.3069

0.0690

procedure7

1

-0.0481

0.0482

0.9941

0.3188

procedure8

1

0.1372

0.0268

26.2161

<.0001

procedure9

1

-0.0679

0.0311

4.7637

0.0291

procedure10

1

-0.0473

0.0398

1.4154

0.2342

hosp1

1

0.1331

0.0357

13.9103

0.0002

hosp2

1

0.1527

0.0480

10.1230

0.0015

hosp3

1

0.0821

0.0231

12.6672

0.0004

hosp4

1

0.3398

0.0379

80.2039

<.0001

hosp6

1

-0.1422

0.0260

29.8136

<.0001

hosp8

1

-0.1993

0.0334

35.5736

<.0001

hosp9

1

0.6389

0.0304

441.0753

<.0001

hosp10

1

0.1487

0.0505

8.6822

0.0032

hosp11

1

0.2662

0.0724

13.5251

0.0002

hosp12

1

0.0932

0.0437

4.5525

0.0329

hosp13

1

0.3451

0.0342

101.5593

<.0001

hosp14

1

-0.1778

0.0354

25.1518

<.0001

hosp15

1

-0.0447

0.0397

1.2686

0.2600

hosp16

1

0.2710

0.0401

45.6049

<.0001

hosp17

1

0.3321

0.0296

125.6437

<.0001

hosp18

1

-0.0200

0.1177

0.0289

0.8651

hosp21

1

-0.4010

0.0373

115.7383

<.0001

hosp22

1

-0.5731

0.0262

479.0626

<.0001

hosp23

1

0.0444

0.0311

2.0423

0.1530

hosp24

1

0.2177

0.0275

62.7132

<.0001

hosp25

1

0.3964

0.0399

98.5329

<.0001

hosp26

1

-0.0616

0.0612

1.0131

0.3142

hosp32

1

0.00380

0.0756

0.0025

0.9599

hosp34

1

0.1451

0.0448

10.4788

0.0012

hosp35

1

0.0902

0.0478

3.5641

0.0590

hosp36

1

0.1670

0.0387

18.6536

<.0001

source4

1

-0.1296

0.0406

10.2076

0.0014

source5

1

-0.2718

0.1110

5.9982

0.0143

source6

1

-0.0695

0.0833

0.6966

0.4039

source7

1

0.3368

0.0138

591.7283

<.0001

CM_AIDS

1

0.1440

0.1105

1.6982

0.1925

CM_ALCOHOL

1

-0.4964

0.0425

136.5751

<.0001

CM_ANEMDEF

1

0.1236

0.0165

55.7936

<.0001

CM_ARTH

1

0.2089

0.0363

33.0395

<.0001

CM_BLDLOSS

1

-0.9288

0.0457

412.3260

<.0001

CM_CHF

1

-0.4888

0.0269

331.0340

<.0001

CM_CHRNLUNG

1

-0.2169

0.0173

156.9998

<.0001

CM_COAG

1

-0.4346

0.0368

139.6727

<.0001

CM_DEPRESS

1

0.3742

0.0198

358.3071

<.0001

CM_DM

1

-0.00524

0.0176

0.0886

0.7660

CM_DMCX

1

0.1295

0.0309

17.5630

<.0001

CM_DRUG

1

0.2658

0.0370

51.6651

<.0001

CM_HTN_C

1

0.0516

0.0137

14.2841

0.0002

CM_HYPOTHY

1

0.0262

0.0217

1.4588

0.2271

CM_LIVER

1

0.1286

0.0406

10.0370

0.0015

CM_LYMPH

1

0.3642

0.0550

43.8162

<.0001

CM_LYTES

1

0.8880

0.0139

4058.3547

<.0001

CM_METS

1

0.7522

0.0275

750.4364

<.0001

CM_NEURO

1

-0.1830

0.0289

40.1443

<.0001

CM_OBESE

1

-0.00271

0.0257

0.0111

0.9161

CM_PARA

1

-0.0665

0.0461

2.0841

0.1488

CM_PERIVASC

1

-0.1790

0.0326

30.1777

<.0001

CM_PSYCH

1

0.1276

0.0345

13.6514

0.0002

CM_PULMCIRC

1

-0.2504

0.0802

9.7502

0.0018

CM_RENLFAIL

1

-0.0737

0.0254

8.3985

0.0038

CM_TUMOR

1

0.7168

0.0322

494.1575

<.0001

CM_ULCER

1

0.7199

0.1864

14.9088

0.0001

CM_VALVE

1

-0.0664

0.0338

3.8521

0.0497

CM_WGHTLOSS

1

0.3835

0.0277

191.7426

<.0001

 

 

Odds Ratio Estimates

Effect

Point Estimate

95% Wald
Confidence Limits

agegrp

0.947

0.940

0.954

FEMALE

1.392

1.357

1.428

opioid

3.322

3.076

3.588

anesthesia

12.203

10.485

14.204

otherdx

4.184

4.034

4.339

procedure1

1.515

1.286

1.785

procedure2

1.187

0.984

1.431

procedure3

0.872

0.657

1.156

procedure4

1.352

0.867

2.108

procedure5

0.589

0.315

1.098

procedure6

1.082

0.994

1.178

procedure7

0.953

0.867

1.048

procedure8

1.147

1.088

1.209

procedure9

0.934

0.879

0.993

procedure10

0.954

0.882

1.031

hosp1

1.142

1.065

1.225

hosp2

1.165

1.060

1.280

hosp3

1.086

1.038

1.136

hosp4

1.405

1.304

1.513

hosp6

0.867

0.824

0.913

hosp8

0.819

0.767

0.875

hosp9

1.894

1.785

2.011

hosp10

1.160

1.051

1.281

hosp11

1.305

1.132

1.504

hosp12

1.098

1.008

1.196

hosp13

1.412

1.320

1.510

hosp14

0.837

0.781

0.897

hosp15

0.956

0.885

1.034

hosp16

1.311

1.212

1.418

hosp17

1.394

1.315

1.477

hosp18

0.980

0.778

1.235

hosp21

0.670

0.622

0.720

hosp22

0.564

0.536

0.593

hosp23

1.045

0.984

1.111

hosp24

1.243

1.178

1.312

hosp25

1.486

1.375

1.607

hosp26

0.940

0.834

1.060

hosp32

1.004

0.866

1.164

hosp34

1.156

1.059

1.262

hosp35

1.094

0.997

1.202

hosp36

1.182

1.095

1.275

source4

0.878

0.811

0.951

source5

0.762

0.613

0.947

source6

0.933

0.792

1.098

source7

1.400

1.363

1.439

CM_AIDS

1.155

0.930

1.434

CM_ALCOHOL

0.609

0.560

0.662

CM_ANEMDEF

1.132

1.095

1.169

CM_ARTH

1.232

1.148

1.323

CM_BLDLOSS

0.395

0.361

0.432

CM_CHF

0.613

0.582

0.647

CM_CHRNLUNG

0.805

0.778

0.833

CM_COAG

0.648

0.602

0.696

CM_DEPRESS

1.454

1.399

1.511

CM_DM

0.995

0.961

1.030

CM_DMCX

1.138

1.071

1.209

CM_DRUG

1.304

1.213

1.403

CM_HTN_C

1.053

1.025

1.082

CM_HYPOTHY

1.027

0.984

1.071

CM_LIVER

1.137

1.050

1.231

CM_LYMPH

1.439

1.292

1.603

CM_LYTES

2.430

2.365

2.497

CM_METS

2.122

2.010

2.239

CM_NEURO

0.833

0.787

0.881

CM_OBESE

0.997

0.948

1.049

CM_PARA

0.936

0.855

1.024

CM_PERIVASC

0.836

0.784

0.891

CM_PSYCH

1.136

1.062

1.216

CM_PULMCIRC

0.779

0.665

0.911

CM_RENLFAIL

0.929

0.884

0.976

CM_TUMOR

2.048

1.922

2.181

CM_ULCER

2.054

1.425

2.960

CM_VALVE

0.936

0.876

1.000

CM_WGHTLOSS

1.467

1.390

1.549

 

 

Association of Predicted Probabilities and Observed Responses

Percent Concordant

63.7

Somers' D

0.401

Percent Discordant

23.6

Gamma

0.459

Percent Tied

12.7

Tau-a

0.006

Pairs

124648493901

c

0.700

 

 

 

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