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N.B. CURE3Q 17 . 17 2519 Word-. 45 .

 

 

 

- CURE3Q BAZA3 .96 3

BIOSTATISTICA. Skype: leo_1911 E-mail: leo.biostat@gmail.com

Web-Site BIOMETRICA http:\\www.biometrica.tomsk.ru\ Tel: 8-989-830-83-10

 

------------------------------------- CURE3Q=1 --------------------------------------

 

The MEANS Procedure

 

Variable N

---------------

CURE3Q 127

CURE1 127

CURE2Q 127

CURE4 127

CURE5 127

CURE6 127

CURE7Q 127

CURE8 127

CURE9Q 127

CURE10 127

CURE11 127

CURE12 127

CURE13 127

CURE14 127

CURE15 127

CURE16 127

CURE17 127

CURE18 127

CURE19 127

CURE20 127

CURE21 127

CURE22 127

CURE23 127

CURE24 127

CURE25 127

CURE26 127

CURE27 127

CURE28 127

CURE29Q 127

CURE30 127

CURE31 127

CURE32 127

CURE33 127

CURE34 127

CURE35 127

CURE36 127

CURE37 127

CURE38 127

CURE39 127

CURE40 127

CURE41 127

CURE42 127

CURE43Q 127

CURE44 127

CURE45 127

CURE46 127

CURE47 127

CURE48 127

CURE49 127

CURE50 127

CURE51 127

CURE52 127

CURE53 127

CURE54 127

CURE55 127

CURE56 127

CURE57 127

CURE58 127

CURE59 127

CURE60 127

CURE61 127

CURE62 127

CURE63 127

CURE64 117

CURE65 117

CURE66 117

CURE67 117

CURE68 117

CURE69 117

CURE70 117

CURE71 117

CURE72 117

CURE73 117

CURE74 117

CURE75 127

CURE76 127

CURE77 127

CURE78 127

CURE79 127

CURE80 127

CURE81 127

CURE82 127

CURE83 127

CURE84 127

CURE85 127

CURE86 127

CURE87 127

CURE88 111

CURE89 111

CURE90 111

CURE91 111

CURE92 111

CURE93 111

CURE94 111

---------------

 

 

------------------------------------- CURE3Q=2 --------------------------------------

 

Variable N

---------------

CURE3Q 131

CURE1 131

CURE2Q 131

CURE4 131

CURE5 131

CURE6 131

CURE7Q 131

CURE8 131

CURE9Q 131

CURE10 131

CURE11 131

CURE12 131

CURE13 131

CURE14 131

CURE15 131

CURE16 131

CURE17 131

CURE18 131

CURE19 131

CURE20 131

CURE21 131

CURE22 131

CURE23 131

CURE24 131

CURE25 131

CURE26 131

CURE27 131

CURE28 131

CURE29Q 131

CURE30 131

CURE31 131

CURE32 131

CURE33 131

CURE34 131

CURE35 131

CURE36 131

CURE37 131

CURE38 131

CURE39 131

CURE40 131

CURE41 131

CURE42 131

CURE43Q 131

CURE44 131

CURE45 131

CURE46 131

CURE47 131

CURE48 131

CURE49 131

CURE50 131

CURE51 131

CURE52 131

CURE53 131

CURE54 131

CURE55 131

CURE56 131

CURE57 131

CURE58 131

CURE59 131

CURE60 131

CURE61 131

CURE62 131

CURE63 131

CURE64 131

CURE65 131

CURE66 131

CURE67 131

CURE68 131

CURE69 131

CURE70 131

CURE71 131

CURE72 131

CURE73 131

CURE74 131

CURE75 131

CURE76 131

CURE77 131

CURE78 131

CURE79 131

CURE80 131

CURE81 131

CURE82 131

CURE83 131

CURE84 131

CURE85 131

CURE86 131

CURE87 131

CURE88 128

CURE89 128

CURE90 128

CURE91 128

CURE92 128

CURE93 128

CURE94 128

---------------

 

- CURE3Q BAZA3 .96 4

BIOSTATISTICA. Skype: leo_1911 E-mail: leo.biostat@gmail.com

Web-Site BIOMETRICA http:\\www.biometrica.tomsk.ru\ Tel: 8-989-830-83-10

 

The LOGISTIC Procedure

 

Model Information

 

Data Set WORK.BAZA3

Response Variable CURE3Q

Number of Response Levels 2

Model binary logit

Optimization Technique Fisher's scoring

 

 

Number of Observations Read 258

Number of Observations Used 229

 

 

Response Profile

 

Ordered Total

Value CURE3Q Frequency

 

1 1 101

2 2 128

 

Probability modeled is CURE3Q=1.

 

NOTE: 29 observations were deleted due to missing values for the response or

explanatory variables.

 

 

Stepwise Selection Procedure

 

 

Step 0. Intercept entered:

 

 

Model Convergence Status

 

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

 

-2 Log L = 314.271

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -0.2369 0.1331 3.1686 0.0751 Intercept: CURE3Q=1

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

229.0000 66 <.0001

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 5.5690 0.0183

CURE2Q 1 0.0285 0.8659

CURE4 1 0.1533 0.6954

CURE5 1 0.3822 0.5364

CURE6 1 4.3555 0.0369

CURE7Q 1 3.2515 0.0714

CURE8 1 22.4786 <.0001

CURE9Q 1 0.1884 0.6642

CURE10 1 1.1305 0.2877

CURE11 1 37.2083 <.0001

CURE12 1 14.5963 0.0001

CURE13 1 3.0432 0.0811

CURE14 1 58.7885 <.0001

CURE15 1 7.4708 0.0063

CURE16 1 18.5933 <.0001

CURE17 1 27.2273 <.0001

CURE18 1 2.4524 0.1173

CURE19 1 2.0371 0.1535

CURE20 1 18.7923 <.0001

CURE21 1 0.3801 0.5376

CURE22 1 0.1154 0.7341

CURE23 1 0.2547 0.6138

CURE24 1 0.1109 0.7392

CURE25 1 33.3242 <.0001

CURE26 1 33.3429 <.0001

CURE27 1 40.5505 <.0001

CURE28 1 26.3914 <.0001

CURE29Q 1 0.0084 0.9268

CURE30 1 5.7250 0.0167

CURE31 1 10.2564 0.0014

CURE32 1 15.9611 <.0001

CURE33 1 31.4081 <.0001

CURE34 1 4.3836 0.0363

CURE35 1 12.7870 0.0003

CURE36 1 11.9851 0.0005

CURE37 1 0.0466 0.8290

CURE38 1 2.1464 0.1429

CURE39 1 3.5443 0.0598

CURE40 1 20.0213 <.0001

CURE41 1 5.2131 0.0224

CURE42 1 0.0431 0.8356

CURE43Q 1 0.0590 0.8080

CURE44 1 4.4778 0.0343

CURE45 1 4.5775 0.0324

CURE46 1 20.2262 <.0001

CURE47 1 29.2068 <.0001

CURE48 1 2.6779 0.1018

CURE49 1 3.8097 0.0510

CURE50 1 1.0903 0.2964

CURE51 1 3.0959 0.0785

CURE52 1 0.0004 0.9842

CURE53 1 2.1489 0.1427

CURE54 1 0.0201 0.8873

CURE55 1 5.1650 0.0230

CURE56 1 6.7675 0.0093

CURE57 1 0.0007 0.9795

CURE58 1 0.0500 0.8231

CURE59 1 4.1672 0.0412

CURE60 1 1.5465 0.2136

CURE61 1 8.0008 0.0047

CURE62 1 6.3368 0.0118

CURE63 1 4.5652 0.0326

CURE64 1 3.3211 0.0684

CURE65 1 2.8441 0.0917

CURE66 1 5.1827 0.0228

CURE67 1 5.7202 0.0168

CURE68 1 4.5337 0.0332

CURE69 1 5.5243 0.0188

CURE70 1 9.2876 0.0023

CURE71 1 5.1185 0.0237

CURE72 1 7.3638 0.0067

CURE73 1 7.7408 0.0054

CURE74 1 1.3607 0.2434

CURE75 1 4.0708 0.0436

CURE76 1 18.5218 <.0001

CURE77 1 1.6872 0.1940

CURE78 1 0.6832 0.4085

CURE79 1 1.4828 0.2233

CURE80 1 5.3307 0.0210

CURE81 1 0.1146 0.7349

CURE82 1 3.1639 0.0753

CURE83 1 3.3932 0.0655

CURE84 1 4.0708 0.0436

CURE85 1 0.7727 0.3794

CURE86 1 5.3307 0.0210

CURE87 1 11.3152 0.0008

CURE88 1 2.2924 0.1300

CURE89 1 4.3982 0.0360

CURE90 1 3.5596 0.0592

CURE91 1 13.5887 0.0002

CURE92 1 4.3784 0.0364

CURE93 1 4.5306 0.0333

CURE94 1 3.9709 0.0463

 

 

Step 1. Effect CURE14 entered:

 

 

Model Convergence Status

 

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

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 248.548

SC 319.704 255.416

-2 Log L 314.271 244.548

 

 

R-Square 0.2625 Max-rescaled R-Square 0.3516

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 69.7224 1 <.0001

Score 58.7885 1 <.0001

Wald 43.7972 1 <.0001

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -7.9635 1.1599 47.1399 <.0001 Intercept: CURE3Q=1

CURE14 1 0.1002 0.0151 43.7972 <.0001 0.8146

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 1.105 1.073 1.139

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 78.1 Somers' D 0.582

Percent Discordant 19.9 Gamma 0.594

Percent Tied 2.0 Tau-a 0.288

Pairs 12928 c 0.791

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

218.7920 64 <.0001

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 43.7972 <.0001

 

 

NOTE: No effects for the model in Step 1 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 7.9650 0.0048

CURE2Q 1 7.7338 0.0054

CURE4 1 0.0111 0.9161

CURE5 1 0.2355 0.6274

CURE6 1 0.3573 0.5500

CURE7Q 1 0.5545 0.4565

CURE8 1 5.2971 0.0214

CURE9Q 1 1.2455 0.2644

CURE10 1 0.0801 0.7771

CURE11 1 11.4290 0.0007

CURE12 1 4.3089 0.0379

CURE13 1 2.4638 0.1165

CURE15 1 0.8440 0.3582

CURE16 1 8.7946 0.0030

CURE17 1 7.6083 0.0058

CURE18 1 26.8854 <.0001

CURE19 1 1.0479 0.3060

CURE20 1 4.8362 0.0279

CURE21 1 0.4437 0.5054

CURE22 1 9.6137 0.0019

CURE23 1 0.4585 0.4983

CURE24 1 1.7427 0.1868

CURE25 1 10.8097 0.0010

CURE26 1 9.9379 0.0016

CURE27 1 10.9724 0.0009

CURE28 1 9.4913 0.0021

CURE29Q 1 5.8331 0.0157

CURE30 1 0.4399 0.5072

CURE31 1 0.1231 0.7257

CURE32 1 0.7642 0.3820

CURE33 1 7.5518 0.0060

CURE34 1 0.3312 0.5649

CURE35 1 0.0885 0.7661

CURE36 1 1.1846 0.2764

CURE37 1 10.9818 0.0009

CURE38 1 24.4758 <.0001

CURE39 1 2.3088 0.1286

CURE40 1 0.0132 0.9085

CURE41 1 0.1017 0.7498

CURE42 1 1.7157 0.1902

CURE43Q 1 1.2108 0.2712

CURE44 1 0.7447 0.3882

CURE45 1 1.4618 0.2266

CURE46 1 6.1574 0.0131

CURE47 1 13.9721 0.0002

CURE48 1 9.0430 0.0026

CURE49 1 9.3020 0.0023

CURE50 1 0.1707 0.6795

CURE51 1 0.1626 0.6867

CURE52 1 6.5528 0.0105

CURE53 1 1.0826 0.2981

CURE54 1 3.0769 0.0794

CURE55 1 8.1227 0.0044

CURE56 1 1.2085 0.2716

CURE57 1 7.3556 0.0067

CURE58 1 4.1944 0.0406

CURE59 1 0.9939 0.3188

CURE60 1 1.3732 0.2413

CURE61 1 14.2012 0.0002

CURE62 1 4.7832 0.0287

CURE63 1 0.3912 0.5317

CURE64 1 0.4758 0.4903

CURE65 1 5.8394 0.0157

CURE66 1 14.7568 0.0001

CURE67 1 8.6912 0.0032

CURE68 1 0.0914 0.7624

CURE69 1 4.9907 0.0255

CURE70 1 15.2366 <.0001

CURE71 1 4.6051 0.0319

CURE72 1 4.9628 0.0259

CURE73 1 2.8315 0.0924

CURE74 1 1.1653 0.2804

CURE75 1 5.0900 0.0241

CURE76 1 15.1476 <.0001

CURE77 1 0.6130 0.4337

CURE78 1 0.0183 0.8925

CURE79 1 0.0048 0.9447

CURE80 1 0.0987 0.7534

CURE81 1 0.1519 0.6968

CURE82 1 0.7216 0.3956

CURE83 1 0.0079 0.9290

CURE84 1 5.0900 0.0241

CURE85 1 0.0919 0.7618

CURE86 1 0.0987 0.7534

CURE87 1 2.3967 0.1216

CURE88 1 2.9731 0.0847

CURE89 1 2.7520 0.0971

CURE90 1 3.6235 0.0570

CURE91 1 18.3440 <.0001

CURE92 1 3.5494 0.0596

CURE93 1 4.0024 0.0454

CURE94 1 4.7169 0.0299

 

 

Step 2. Effect CURE18 entered:

 

 

Model Convergence Status

 

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

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 223.862

SC 319.704 234.163

-2 Log L 314.271 217.862

 

 

R-Square 0.3436 Max-rescaled R-Square 0.4603

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 96.4088 2 <.0001

Score 81.5597 2 <.0001

Wald 57.4472 2 <.0001

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -19.3529 2.7296 50.2680 <.0001 Intercept: CURE3Q=1

CURE14 1 0.1550 0.0205 57.3250 <.0001 1.2599

CURE18 1 0.0899 0.0185 23.6420 <.0001 0.5749

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 1.168 1.122 1.215

CURE18 1.094 1.055 1.134

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 83.8 Somers' D 0.676

Percent Discordant 16.2 Gamma 0.676

Percent Tied 0.0 Tau-a 0.335

Pairs 12928 c 0.838

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

228.0320 63 <.0001

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 57.3250 <.0001

CURE18 1 23.6420 <.0001

 

 

NOTE: No effects for the model in Step 2 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 0.1607 0.6885

CURE2Q 1 9.0783 0.0026

CURE4 1 0.5505 0.4581

CURE5 1 0.0043 0.9477

CURE6 1 1.2611 0.2615

CURE7Q 1 1.9305 0.1647

CURE8 1 2.0456 0.1526

CURE9Q 1 0.5318 0.4659

CURE10 1 0.1177 0.7315

CURE11 1 5.2700 0.0217

CURE12 1 4.1790 0.0409

CURE13 1 0.0026 0.9590

CURE15 1 0.0249 0.8747

CURE16 1 3.6803 0.0551

CURE17 1 4.4442 0.0350

CURE19 1 0.7842 0.3759

CURE20 1 6.2286 0.0126

CURE21 1 0.2620 0.6088

CURE22 1 11.2030 0.0008

CURE23 1 1.1759 0.2782

CURE24 1 4.1048 0.0428

CURE25 1 4.8324 0.0279

CURE26 1 6.2804 0.0122

CURE27 1 4.7796 0.0288

CURE28 1 7.3376 0.0068

CURE29Q 1 8.0116 0.0046

CURE30 1 2.9240 0.0873

CURE31 1 4.5603 0.0327

CURE32 1 0.0091 0.9240

CURE33 1 3.8494 0.0498

CURE34 1 1.0522 0.3050

CURE35 1 3.2488 0.0715

CURE36 1 0.1380 0.7103

CURE37 1 9.6389 0.0019

CURE38 1 19.6677 <.0001

CURE39 1 3.2325 0.0722

CURE40 1 0.0075 0.9309

CURE41 1 1.1047 0.2932

CURE42 1 1.4416 0.2299

CURE43Q 1 0.2153 0.6427

CURE44 1 1.7860 0.1814

CURE45 1 2.4257 0.1194

CURE46 1 0.2223 0.6373

CURE47 1 6.1207 0.0134

CURE48 1 22.9430 <.0001

CURE49 1 7.0794 0.0078

CURE50 1 0.3869 0.5339

CURE51 1 0.1313 0.7170

CURE52 1 7.8825 0.0050

CURE53 1 0.0954 0.7574

CURE54 1 1.7320 0.1882

CURE55 1 12.0794 0.0005

CURE56 1 0.0208 0.8853

CURE57 1 8.2752 0.0040

CURE58 1 1.9715 0.1603

CURE59 1 0.7024 0.4020

CURE60 1 0.8650 0.3523

CURE61 1 16.3447 <.0001

CURE62 1 2.1055 0.1468

CURE63 1 1.1751 0.2783

CURE64 1 3.9718 0.0463

CURE65 1 21.7391 <.0001

CURE66 1 10.0112 0.0016

CURE67 1 11.7928 0.0006

CURE68 1 1.8419 0.1747

CURE69 1 1.4397 0.2302

CURE70 1 12.6466 0.0004

CURE71 1 3.1852 0.0743

CURE72 1 8.5962 0.0034

CURE73 1 10.0883 0.0015

CURE74 1 1.5448 0.2139

CURE75 1 2.4152 0.1202

CURE76 1 21.4201 <.0001

CURE77 1 0.0049 0.9443

CURE78 1 0.8556 0.3550

CURE79 1 0.2308 0.6309

CURE80 1 1.1468 0.2842

CURE81 1 0.0248 0.8748

CURE82 1 0.2487 0.6180

CURE83 1 0.9442 0.3312

CURE84 1 2.4152 0.1202

CURE85 1 0.1334 0.7149

CURE86 1 1.1468 0.2842

CURE87 1 2.7019 0.1002

CURE88 1 4.8092 0.0283

CURE89 1 5.4102 0.0200

CURE90 1 6.7677 0.0093

CURE91 1 29.8677 <.0001

CURE92 1 7.1494 0.0075

CURE93 1 7.9015 0.0049

CURE94 1 10.1929 0.0014

 

 

Step 3. Effect CURE91 entered:

 

 

Model Convergence Status

 

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

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 189.036

SC 319.704 202.771

-2 Log L 314.271 181.036

 

 

R-Square 0.4411 Max-rescaled R-Square 0.5909

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 133.2346 3 <.0001

Score 100.0033 3 <.0001

Wald 60.4603 3 <.0001

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -24.4450 3.3722 52.5461 <.0001 Intercept: CURE3Q=1

CURE14 1 0.1916 0.0260 54.3341 <.0001 1.5571

CURE18 1 0.1293 0.0226 32.7161 <.0001 0.8268

CURE91 1 -1.0064 0.2682 14.0842 0.0002 -1.0061

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 1.211 1.151 1.274

CURE18 1.138 1.089 1.190

CURE91 0.366 0.216 0.618

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 88.7 Somers' D 0.773

Percent Discordant 11.3 Gamma 0.773

Percent Tied 0.0 Tau-a 0.383

Pairs 12928 c 0.887

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

203.6141 62 <.0001

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 54.3341 <.0001

CURE18 1 32.7161 <.0001

CURE91 1 14.0842 0.0002

 

 

NOTE: No effects for the model in Step 3 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 0.1461 0.7023

CURE2Q 1 8.4693 0.0036

CURE4 1 0.0463 0.8297

CURE5 1 0.0074 0.9314

CURE6 1 3.3461 0.0674

CURE7Q 1 3.9517 0.0468

CURE8 1 3.8524 0.0497

CURE9Q 1 0.0000 0.9964

CURE10 1 0.0144 0.9044

CURE11 1 11.9708 0.0005

CURE12 1 7.9281 0.0049

CURE13 1 0.0268 0.8699

CURE15 1 0.1030 0.7483

CURE16 1 2.3327 0.1267

CURE17 1 3.9270 0.0475

CURE19 1 0.0310 0.8603

CURE20 1 13.8209 0.0002

CURE21 1 0.3235 0.5695

CURE22 1 8.7642 0.0031

CURE23 1 0.6753 0.4112

CURE24 1 4.7673 0.0290

CURE25 1 1.1792 0.2775

CURE26 1 3.5434 0.0598

CURE27 1 0.9931 0.3190

CURE28 1 1.6276 0.2020

CURE29Q 1 6.5999 0.0102

CURE30 1 11.9000 0.0006

CURE31 1 14.2195 0.0002

CURE32 1 1.3799 0.2401

CURE33 1 1.2333 0.2668

CURE34 1 0.4044 0.5248

CURE35 1 8.6643 0.0032

CURE36 1 1.4849 0.2230

CURE37 1 7.6668 0.0056

CURE38 1 7.2344 0.0072

CURE39 1 5.2941 0.0214

CURE40 1 0.0202 0.8871

CURE41 1 2.3458 0.1256

CURE42 1 2.8769 0.0899

CURE43Q 1 0.1971 0.6570

CURE44 1 2.9316 0.0869

CURE45 1 2.8303 0.0925

CURE46 1 0.1458 0.7025

CURE47 1 9.8355 0.0017

CURE48 1 18.3824 <.0001

CURE49 1 2.2301 0.1353

CURE50 1 2.0481 0.1524

CURE51 1 0.0000 0.9984

CURE52 1 8.1757 0.0042

CURE53 1 0.0001 0.9934

CURE54 1 0.4683 0.4938

CURE55 1 11.9377 0.0006

CURE56 1 1.4015 0.2365

CURE57 1 10.2376 0.0014

CURE58 1 7.3984 0.0065

CURE59 1 0.6331 0.4262

CURE60 1 2.0740 0.1498

CURE61 1 14.2334 0.0002

CURE62 1 3.8356 0.0502

CURE63 1 0.4830 0.4871

CURE64 1 3.9875 0.0458

CURE65 1 20.9053 <.0001

CURE66 1 15.3681 <.0001

CURE67 1 8.2040 0.0042

CURE68 1 0.6627 0.4156

CURE69 1 0.0738 0.7858

CURE70 1 5.5318 0.0187

CURE71 1 3.0967 0.0785

CURE72 1 9.1785 0.0024

CURE73 1 8.3043 0.0040

CURE74 1 2.4287 0.1191

CURE75 1 0.4507 0.5020

CURE76 1 11.5271 0.0007

CURE77 1 0.0003 0.9869

CURE78 1 1.7377 0.1874

CURE79 1 0.0159 0.8997

CURE80 1 0.1735 0.6770

CURE81 1 0.0493 0.8243

CURE82 1 0.4136 0.5202

CURE83 1 0.0171 0.8959

CURE84 1 0.4507 0.5020

CURE85 1 0.0320 0.8581

CURE86 1 0.1735 0.6770

CURE87 1 1.0579 0.3037

CURE88 1 4.4206 0.0355

CURE89 1 3.7541 0.0527

CURE90 1 4.6991 0.0302

CURE92 1 5.1792 0.0229

CURE93 1 5.3351 0.0209

CURE94 1 6.2702 0.0123

 

 

Step 4. Effect CURE65 entered:

 

 

Model Convergence Status

 

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

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 169.205

SC 319.704 186.373

-2 Log L 314.271 159.205

 

 

R-Square 0.4919 Max-rescaled R-Square 0.6590

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 155.0660 4 <.0001

Score 111.6233 4 <.0001

Wald 55.5679 4 <.0001

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -286.9 61.7970 21.5499 <.0001 Intercept: CURE3Q=1

CURE14 1 0.2463 0.0340 52.5614 <.0001 2.0025

CURE18 1 0.1891 0.0305 38.4556 <.0001 1.2087

CURE65 1 8.5179 1.9726 18.6464 <.0001 0.6004

CURE91 1 -1.0709 0.2989 12.8367 0.0003 -1.0706

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 1.279 1.197 1.367

CURE18 1.208 1.138 1.283

CURE65 >999.999 104.763 >999.999

CURE91 0.343 0.191 0.616

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 92.9 Somers' D 0.858

Percent Discordant 7.1 Gamma 0.858

Percent Tied 0.0 Tau-a 0.425

Pairs 12928 c 0.929

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

223.6092 61 <.0001

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 52.5614 <.0001

CURE18 1 38.4556 <.0001

CURE65 1 18.6464 <.0001

CURE91 1 12.8367 0.0003

 

 

NOTE: No effects for the model in Step 4 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 0.0019 0.9649

CURE2Q 1 10.8521 0.0010

CURE4 1 0.6304 0.4272

CURE5 1 0.1738 0.6768

CURE6 1 4.8722 0.0273

CURE7Q 1 3.9617 0.0465

CURE8 1 5.0613 0.0245

CURE9Q 1 0.1411 0.7072

CURE10 1 0.6170 0.4322

CURE11 1 10.1925 0.0014

CURE12 1 4.5721 0.0325

CURE13 1 0.0445 0.8330

CURE15 1 0.5651 0.4522

CURE16 1 1.1164 0.2907

CURE17 1 0.6847 0.4080

CURE19 1 0.1886 0.6640

CURE20 1 8.9474 0.0028

CURE21 1 0.0008 0.9780

CURE22 1 6.5708 0.0104

CURE23 1 0.1799 0.6715

CURE24 1 4.3391 0.0372

CURE25 1 1.1893 0.2755

CURE26 1 4.5203 0.0335

CURE27 1 0.1691 0.6809

CURE28 1 0.1567 0.6922

CURE29Q 1 6.2791 0.0122

CURE30 1 35.8806 <.0001

CURE31 1 22.5251 <.0001

CURE32 1 8.7285 0.0031

CURE33 1 0.0000 0.9991

CURE34 1 0.3610 0.5479

CURE35 1 5.8137 0.0159

CURE36 1 0.0384 0.8447

CURE37 1 8.2516 0.0041

CURE38 1 8.3678 0.0038

CURE39 1 6.6896 0.0097

CURE40 1 0.6541 0.4186

CURE41 1 3.6978 0.0545

CURE42 1 4.6919 0.0303

CURE43Q 1 0.8458 0.3577

CURE44 1 2.9553 0.0856

CURE45 1 2.0148 0.1558

CURE46 1 4.1345 0.0420

CURE47 1 6.5636 0.0104

CURE48 1 18.3933 <.0001

CURE49 1 7.3530 0.0067

CURE50 1 0.3748 0.5404

CURE51 1 0.0648 0.7991

CURE52 1 9.8276 0.0017

CURE53 1 0.3564 0.5505

CURE54 1 0.8760 0.3493

CURE55 1 6.4085 0.0114

CURE56 1 2.5217 0.1123

CURE57 1 7.5410 0.0060

CURE58 1 9.2368 0.0024

CURE59 1 0.0155 0.9008

CURE60 1 0.1341 0.7143

CURE61 1 10.9388 0.0009

CURE62 1 9.0735 0.0026

CURE63 1 0.4376 0.5083

CURE64 1 0.4357 0.5092

CURE66 1 18.3344 <.0001

CURE67 1 6.7393 0.0094

CURE68 1 2.5965 0.1071

CURE69 1 1.2744 0.2589

CURE70 1 2.3873 0.1223

CURE71 1 0.6817 0.4090

CURE72 1 9.6186 0.0019

CURE73 1 1.1422 0.2852

CURE74 1 9.0854 0.0026

CURE75 1 0.0061 0.9379

CURE76 1 16.3416 <.0001

CURE77 1 0.0065 0.9357

CURE78 1 2.1295 0.1445

CURE79 1 0.0003 0.9855

CURE80 1 0.0435 0.8348

CURE81 1 0.1482 0.7002

CURE82 1 0.2782 0.5979

CURE83 1 0.0179 0.8935

CURE84 1 0.0061 0.9379

CURE85 1 0.0046 0.9458

CURE86 1 0.0435 0.8348

CURE87 1 1.1978 0.2738

CURE88 1 3.8909 0.0485

CURE89 1 3.3996 0.0652

CURE90 1 3.9751 0.0462

CURE92 1 4.3999 0.0359

CURE93 1 4.6431 0.0312

CURE94 1 6.2599 0.0124

 

 

Step 5. Effect CURE30 entered:

 

 

Model Convergence Status

 

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

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 146.833

SC 319.704 167.435

-2 Log L 314.271 134.833

 

 

R-Square 0.5432 Max-rescaled R-Square 0.7277

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 179.4377 5 <.0001

Score 117.7354 5 <.0001

Wald 46.6414 5 <.0001

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -428.4 78.7351 29.6053 <.0001 Intercept: CURE3Q=1

CURE14 1 0.3763 0.0566 44.1877 <.0001 3.0585

CURE18 1 0.2735 0.0431 40.2565 <.0001 1.7487

CURE30 1 -0.0848 0.0187 20.6568 <.0001 -0.5914

CURE65 1 12.8402 2.4690 27.0467 <.0001 0.9050

CURE91 1 -1.4398 0.3885 13.7378 0.0002 -1.4394

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 1.457 1.304 1.628

CURE18 1.315 1.208 1.431

CURE30 0.919 0.886 0.953

CURE65 >999.999 >999.999 >999.999

CURE91 0.237 0.111 0.507

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 93.9 Somers' D 0.879

Percent Discordant 6.1 Gamma 0.879

Percent Tied 0.0 Tau-a 0.435

Pairs 12928 c 0.939

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

144.4682 60 <.0001

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 44.1877 <.0001

CURE18 1 40.2565 <.0001

CURE30 1 20.6568 <.0001

CURE65 1 27.0467 <.0001

CURE91 1 13.7378 0.0002

 

 

NOTE: No effects for the model in Step 5 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 3.4761 0.0623

CURE2Q 1 5.9874 0.0144

CURE4 1 0.4686 0.4936

CURE5 1 2.4063 0.1208

CURE6 1 14.1879 0.0002

CURE7Q 1 13.4594 0.0002

CURE8 1 18.0813 <.0001

CURE9Q 1 3.6984 0.0545

CURE10 1 5.3583 0.0206

CURE11 1 23.4229 <.0001

CURE12 1 16.9440 <.0001

CURE13 1 4.1500 0.0416

CURE15 1 1.4970 0.2211

CURE16 1 1.1569 0.2821

CURE17 1 1.5152 0.2183

CURE19 1 3.3625 0.0667

CURE20 1 4.6110 0.0318

CURE21 1 0.0346 0.8525

CURE22 1 2.5817 0.1081

CURE23 1 1.4740 0.2247

CURE24 1 5.2271 0.0222

CURE25 1 6.6966 0.0097

CURE26 1 13.8661 0.0002

CURE27 1 12.8232 0.0003

CURE28 1 8.8897 0.0029

CURE29Q 1 2.0801 0.1492

CURE31 1 0.6314 0.4268

CURE32 1 12.7693 0.0004

CURE33 1 35.8102 <.0001

CURE34 1 6.5821 0.0103

CURE35 1 1.9584 0.1617

CURE36 1 1.3244 0.2498

CURE37 1 7.9423 0.0048

CURE38 1 2.7482 0.0974

CURE39 1 0.2186 0.6401

CURE40 1 1.2509 0.2634

CURE41 1 0.8578 0.3544

CURE42 1 0.0970 0.7554

CURE43Q 1 0.0548 0.8149

CURE44 1 0.2989 0.5846

CURE45 1 0.6004 0.4384

CURE46 1 10.6528 0.0011

CURE47 1 15.0622 0.0001

CURE48 1 27.1634 <.0001

CURE49 1 4.9249 0.0265

CURE50 1 3.5259 0.0604

CURE51 1 0.9827 0.3215

CURE52 1 6.4650 0.0110

CURE53 1 2.7240 0.0988

CURE54 1 1.3402 0.2470

CURE55 1 5.3100 0.0212

CURE56 1 3.2210 0.0727

CURE57 1 17.0598 <.0001

CURE58 1 5.2007 0.0226

CURE59 1 1.7381 0.1874

CURE60 1 0.0081 0.9284

CURE61 1 7.4630 0.0063

CURE62 1 10.5638 0.0012

CURE63 1 0.0521 0.8195

CURE64 1 0.0404 0.8408

CURE66 1 14.3978 0.0001

CURE67 1 0.1002 0.7516

CURE68 1 0.0338 0.8540

CURE69 1 4.2325 0.0397

CURE70 1 1.1098 0.2921

CURE71 1 2.0807 0.1492

CURE72 1 4.1837 0.0408

CURE73 1 1.4813 0.2236

CURE74 1 5.3489 0.0207

CURE75 1 0.0402 0.8411

CURE76 1 15.8747 <.0001

CURE77 1 0.0147 0.9035

CURE78 1 2.8129 0.0935

CURE79 1 0.1034 0.7478

CURE80 1 2.2041 0.1376

CURE81 1 1.2791 0.2581

CURE82 1 0.0141 0.9054

CURE83 1 0.0735 0.7863

CURE84 1 0.0402 0.8411

CURE85 1 0.0847 0.7710

CURE86 1 2.2041 0.1376

CURE87 1 0.0974 0.7549

CURE88 1 8.5124 0.0035

CURE89 1 6.9868 0.0082

CURE90 1 8.4965 0.0036

CURE92 1 9.2242 0.0024

CURE93 1 9.5460 0.0020

CURE94 1 12.1349 0.0005

 

 

Step 6. Effect CURE33 entered:

 

 

Model Convergence Status

 

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

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 102.964

SC 319.704 127.000

-2 Log L 314.271 88.964

 

 

R-Square 0.6261 Max-rescaled R-Square 0.8388

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 225.3064 6 <.0001

Score 129.8003 6 <.0001

Wald 34.8427 6 <.0001

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -601.5 109.4 30.2359 <.0001 Intercept: CURE3Q=1

CURE14 1 0.5215 0.0926 31.7407 <.0001 4.2393

CURE18 1 0.4009 0.0732 29.9833 <.0001 2.5629

CURE30 1 -0.3813 0.0896 18.1161 <.0001 -2.6593

CURE33 1 11.9709 2.5867 21.4172 <.0001 2.4998

CURE65 1 16.4142 3.1242 27.6039 <.0001 1.1569

CURE91 1 -3.2064 0.7472 18.4139 <.0001 -3.2055

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 1.685 1.405 2.020

CURE18 1.493 1.294 1.724

CURE30 0.683 0.573 0.814

CURE33 >999.999 993.341 >999.999

CURE65 >999.999 >999.999 >999.999

CURE91 0.041 0.009 0.175

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 97.4 Somers' D 0.948

Percent Discordant 2.6 Gamma 0.948

Percent Tied 0.0 Tau-a 0.470

Pairs 12928 c 0.974

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

132.5130 57 <.0001

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 31.7407 <.0001

CURE18 1 29.9833 <.0001

CURE30 1 18.1161 <.0001

CURE33 1 21.4172 <.0001

CURE65 1 27.6039 <.0001

CURE91 1 18.4139 <.0001

 

 

NOTE: No effects for the model in Step 6 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 0.1257 0.7230

CURE2Q 1 17.5428 <.0001

CURE4 1 0.1059 0.7448

CURE5 1 0.4251 0.5144

CURE6 1 8.9158 0.0028

CURE7Q 1 13.8756 0.0002

CURE8 1 10.8204 0.0010

CURE9Q 1 1.9198 0.1659

CURE10 1 4.5475 0.0330

CURE11 1 19.7479 <.0001

CURE12 1 9.5884 0.0020

CURE13 1 0.0787 0.7791

CURE15 1 0.7110 0.3991

CURE16 1 0.0001 0.9927

CURE17 1 0.1268 0.7218

CURE19 1 4.9678 0.0258

CURE20 1 6.1024 0.0135

CURE21 1 0.1573 0.6917

CURE22 1 0.6416 0.4231

CURE23 1 2.3825 0.1227

CURE24 1 8.4889 0.0036

CURE25 1 0.7384 0.3902

CURE26 1 3.8973 0.0484

CURE27 1 0.4509 0.5019

CURE28 1 0.0295 0.8636

CURE29Q 1 13.4162 0.0002

CURE31 1 0.3540 0.5519

CURE32 1 0.0373 0.8468

CURE34 1 3.4801 0.0621

CURE35 1 0.1477 0.7008

CURE36 1 1.2367 0.2661

CURE37 1 32.3752 <.0001

CURE38 1 15.3674 <.0001

CURE39 1 17.6767 <.0001

CURE40 1 1.2474 0.2640

CURE41 1 5.8139 0.0159

CURE42 1 8.3482 0.0039

CURE43Q 1 3.6090 0.0575

CURE44 1 0.0407 0.8401

CURE45 1 0.5457 0.4601

CURE46 1 10.9818 0.0009

CURE47 1 7.0000 0.0082

CURE48 1 19.3211 <.0001

CURE49 1 5.1647 0.0231

CURE50 1 1.5294 0.2162

CURE51 1 1.5569 0.2121

CURE52 1 14.3353 0.0002

CURE53 1 0.2668 0.6055

CURE54 1 0.0691 0.7926

CURE55 1 4.7486 0.0293

CURE56 1 6.4583 0.0110

CURE57 1 15.4812 <.0001

CURE58 1 1.9775 0.1596

CURE59 1 0.7409 0.3894

CURE60 1 0.1257 0.7229

CURE61 1 6.1570 0.0131

CURE62 1 6.3569 0.0117

CURE63 1 0.0716 0.7890

CURE64 1 2.2527 0.1334

CURE66 1 2.6860 0.1012

CURE67 1 4.2108 0.0402

CURE68 1 1.2856 0.2569

CURE69 1 6.5523 0.0105

CURE70 1 0.2740 0.6007

CURE71 1 3.8680 0.0492

CURE72 1 4.5826 0.0323

CURE73 1 1.3364 0.2477

CURE74 1 10.3337 0.0013

CURE75 1 0.9856 0.3208

CURE76 1 8.3174 0.0039

CURE77 1 1.1207 0.2898

CURE78 1 8.3633 0.0038

CURE79 1 0.0449 0.8321

CURE80 1 0.0170 0.8963

CURE81 1 0.8038 0.3700

CURE82 1 1.2516 0.2633

CURE83 1 0.1653 0.6843

CURE84 1 0.9856 0.3208

CURE85 1 0.0562 0.8126

CURE86 1 0.0170 0.8963

CURE87 1 0.0007 0.9795

CURE88 1 3.8816 0.0488

CURE89 1 3.0153 0.0825

CURE90 1 3.7809 0.0518

CURE92 1 4.4178 0.0356

CURE93 1 4.5429 0.0331

CURE94 1 5.8155 0.0159

 

 

Step 7. Effect CURE37 entered:

 

 

Model Convergence Status

 

Complete separation of data points detected.

 

WARNING: The maximum likelihood estimate does not exist.

WARNING: The LOGISTIC procedure continues in spite of the above warning. Results

shown are based on the last maximum likelihood iteration. Validity of the

model fit is questionable.

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 30.449

SC 319.704 57.919

-2 Log L 314.271 14.449

 

 

R-Square 0.7300 Max-rescaled R-Square 0.9779

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 299.8212 7 <.0001

Score 143.6515 7 <.0001

Wald 9.5204 7 0.2174

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -2800.3 1255.4 4.9753 0.0257 Intercept: CURE3Q=1

CURE14 1 4.8504 2.3578 4.2318 0.0397 39.4270

CURE18 1 2.4127 1.1373 4.5005 0.0339 15.4244

CURE30 1 -4.0578 1.9316 4.4133 0.0357 -28.3025

CURE33 1 148.0 71.0327 4.3434 0.0372 30.9131

CURE37 1 -6.5692 3.2979 3.9677 0.0464 -18.1285

CURE65 1 62.4760 27.2094 5.2722 0.0217 4.4035

CURE91 1 -24.6806 11.5044 4.6024 0.0319 -24.6731

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 127.788 1.258 >999.999

CURE18 11.164 1.202 103.732

CURE30 0.017 <0.001 0.762

CURE33 >999.999 >999.999 >999.999

CURE37 0.001 <0.001 0.900

CURE65 >999.999 >999.999 >999.999

CURE91 <0.001 <0.001 0.119

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 100.0 Somers' D 1.000

Percent Discordant 0.0 Gamma 1.000

Percent Tied 0.0 Tau-a 0.495

Pairs 12928 c 1.000

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

9.1037 15 0.8720

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 4.2318 0.0397

CURE18 1 4.5005 0.0339

CURE30 1 4.4133 0.0357

CURE33 1 4.3434 0.0372

CURE37 1 3.9677 0.0464

CURE65 1 5.2722 0.0217

CURE91 1 4.6024 0.0319

 

 

NOTE: No effects for the model in Step 7 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 8.5560 0.0034

CURE2Q 1 7.5772 0.0059

CURE4 1 8.6332 0.0033

CURE5 1 8.2595 0.0041

CURE6 1 7.9870 0.0047

CURE7Q 1 8.2990 0.0040

CURE8 1 8.9781 0.0027

CURE9Q 1 7.4230 0.0064

CURE10 1 8.9410 0.0028

CURE11 1 8.8648 0.0029

CURE12 1 8.5289 0.0035

CURE13 1 8.8755 0.0029

CURE15 1 8.5247 0.0035

CURE16 1 8.2574 0.0041

CURE17 1 7.4013 0.0065

CURE19 1 8.6284 0.0033

CURE20 1 9.0864 0.0026

CURE21 1 7.6645 0.0056

CURE22 1 7.9223 0.0049

CURE23 1 9.0900 0.0026

CURE24 1 8.9851 0.0027

CURE25 1 9.0647 0.0026

CURE26 1 9.0843 0.0026

CURE27 1 9.0853 0.0026

CURE28 1 9.0812 0.0026

CURE29Q 1 7.6922 0.0055

CURE31 1 7.4533 0.0063

CURE32 1 8.8057 0.0030

CURE34 1 7.8966 0.0050

CURE35 1 8.5311 0.0035

CURE36 1 8.9176 0.0028

CURE38 1 8.0345 0.0046

CURE39 1 8.9316 0.0028

CURE40 1 9.0521 0.0026

CURE41 1 9.0243 0.0027

CURE42 1 8.9489 0.0028

CURE43Q 1 8.8942 0.0029

CURE44 1 8.9811 0.0027

CURE45 1 9.0553 0.0026

CURE46 1 8.9555 0.0028

CURE47 1 7.5156 0.0061

CURE48 1 7.3617 0.0067

CURE49 1 8.9694 0.0027

CURE50 1 8.9945 0.0027

CURE51 1 8.3279 0.0039

CURE52 1 8.3331 0.0039

CURE53 1 8.7977 0.0030

CURE54 1 8.3598 0.0038

CURE55 1 9.0134 0.0027

CURE56 1 8.6876 0.0032

CURE57 1 7.5778 0.0059

CURE58 1 8.7388 0.0031

CURE59 1 8.7116 0.0032

CURE60 1 8.3469 0.0039

CURE61 1 8.6302 0.0033

CURE62 1 7.4392 0.0064

CURE63 1 8.4776 0.0036

CURE64 1 8.6430 0.0033

CURE66 1 8.6157 0.0033

CURE67 1 7.9291 0.0049

CURE68 1 8.6411 0.0033

CURE69 1 8.6071 0.0033

CURE70 1 8.9589 0.0028

CURE71 1 8.5162 0.0035

CURE72 1 8.8109 0.0030

CURE73 1 8.4258 0.0037

CURE74 1 9.0287 0.0027

CURE75 1 8.6607 0.0033

CURE76 1 8.9810 0.0027

CURE77 1 8.5285 0.0035

CURE78 1 9.0371 0.0026

CURE79 1 9.0454 0.0026

CURE80 1 8.9168 0.0028

CURE81 1 9.0158 0.0027

CURE82 1 8.8451 0.0029

CURE83 1 8.1508 0.0043

CURE84 1 8.6607 0.0033

CURE85 1 9.0439 0.0026

CURE86 1 8.9168 0.0028

CURE87 1 8.7500 0.0031

CURE88 1 8.8753 0.0029

CURE89 1 8.5337 0.0035

CURE90 1 9.0479 0.0026

CURE92 1 9.0648 0.0026

CURE93 1 9.0724 0.0026

CURE94 1 7.3617 0.0067

 

 

Step 8. Effect CURE23 entered:

 

 

Model Convergence Status

 

Complete separation of data points detected.

 

WARNING: The maximum likelihood estimate does not exist.

WARNING: The LOGISTIC procedure continues in spite of the above warning. Results

shown are based on the last maximum likelihood iteration. Validity of the

model fit is questionable.

 

 

Model Fit Statistics

 

Intercept

Intercept and

Criterion Only Covariates

 

AIC 316.271 20.084

SC 319.704 50.987

-2 Log L 314.271 2.084

 

 

R-Square 0.7442 Max-rescaled R-Square 0.9969

 

 

Testing Global Null Hypothesis: BETA=0

 

Test Chi-Square DF Pr > ChiSq

 

Likelihood Ratio 312.1867 8 <.0001

Score 143.6515 8 <.0001

Wald 12.9326 8 0.1142

 

 

Analysis of Maximum Likelihood Estimates

 

Standard Wald Standardized

Parameter DF Estimate Error Chi-Square Pr > ChiSq Estimate Label

 

Intercept 1 -2200.6 801.2 7.5440 0.0060 Intercept: CURE3Q=1

CURE14 1 2.7723 0.8185 11.4723 0.0007 22.5351

CURE18 1 1.4316 0.4181 11.7265 0.0006 9.1523

CURE23 1 -0.1958 0.0956 4.1930 0.0406 -2.2168

CURE30 1 -2.6378 0.8691 9.2108 0.0024 -18.3982

CURE33 1 88.3448 27.7874 10.1080 0.0015 18.4481

CURE37 1 -3.3687 1.1091 9.2260 0.0024 -9.2964

CURE65 1 55.5208 22.5280 6.0739 0.0137 3.9132

CURE91 1 -15.2040 5.5996 7.3722 0.0066 -15.1994

 

 

Odds Ratio Estimates

 

Point 95% Wald

Effect Estimate Confidence Limits

 

CURE14 15.995 3.216 79.560

CURE18 4.185 1.845 9.497

CURE23 0.822 0.682 0.992

CURE30 0.072 0.013 0.393

CURE33 >999.999 >999.999 >999.999

CURE37 0.034 0.004 0.303

CURE65 >999.999 >999.999 >999.999

CURE91 <0.001 <0.001 0.015

 

 

Association of Predicted Probabilities and Observed Responses

 

Percent Concordant 100.0 Somers' D 1.000

Percent Discordant 0.0 Gamma 1.000

Percent Tied 0.0 Tau-a 0.495

Pairs 12928 c 1.000

 

 

Residual Chi-Square Test

 

Chi-Square DF Pr > ChiSq

 

1.0611 27 1.0000

 

 

Analysis of Effects Eligible for Removal

 

Wald

Effect DF Chi-Square Pr > ChiSq

 

CURE14 1 11.4723 0.0007

CURE18 1 11.7265 0.0006

CURE23 1 4.1930 0.0406

CURE30 1 9.2108 0.0024

CURE33 1 10.1080 0.0015

CURE37 1 9.2260 0.0024

CURE65 1 6.0739 0.0137

CURE91 1 7.3722 0.0066

 

 

NOTE: No effects for the model in Step 8 are removed.

 

 

Analysis of Effects Eligible for Entry

 

Score

Effect DF Chi-Square Pr > ChiSq

 

CURE1 1 1.0282 0.3106

CURE2Q 1 1.0281 0.3106

CURE4 1 1.0390 0.3081

CURE5 1 1.0391 0.3080

CURE6 1 1.0294 0.3103

CURE7Q 1 1.0294 0.3103

CURE8 1 1.0302 0.3101

CURE9Q 1 1.0368 0.3086

CURE10 1 1.0455 0.3065

CURE11 1 1.0304 0.3101

CURE12 1 1.0367 0.3086

CURE13 1 1.0371 0.3085

CURE15 1 1.0282 0.3106

CURE16 1 1.0281 0.3106

CURE17 1 1.0333 0.3094

CURE19 1 1.0285 0.3105

CURE20 1 1.0305 0.3100

CURE21 1 1.0511 0.3053

CURE22 1 1.0420 0.3074

CURE24 1 1.0299 0.3102

CURE25 1 1.0540 0.3046

CURE26 1 1.0327 0.3095

CURE27 1 1.0426 0.3072

CURE28 1 1.0290 0.3104

CURE29Q 1 1.0294 0.3103

CURE31 1 1.0476 0.3061

CURE32 1 1.0313 0.3098

CURE34 1 1.0301 0.3101

CURE35 1 1.0315 0.3098

CURE36 1 1.0282 0.3106

CURE38 1 1.0281 0.3106

CURE39 1 1.0356 0.3089

CURE40 1 1.0419 0.3074

CURE41 1 1.0287 0.3105

CURE42 1 1.0289 0.3104

CURE43Q 1 1.0291 0.3104

CURE44 1 1.0297 0.3102

CURE45 1 1.0301 0.3101

CURE46 1 1.0291 0.3104

CURE47 1 1.0346 0.3091

CURE48 1 1.0332 0.3094

CURE49 1 1.0451 0.3066

CURE50 1 1.0427 0.3072

CURE51 1 1.0302 0.3101

CURE52 1 1.0285 0.3105

CURE53 1 1.0394 0.3080

CURE54 1 1.0382 0.3082

CURE55 1 1.0378 0.3083

CURE56 1 1.0382 0.3082

CURE57 1 1.0354 0.3089

CURE58 1 1.0292 0.3104

CURE59 1 1.0344 0.3091

CURE60 1 1.0309 0.3099

CURE61 1 1.0370 0.3085

CURE62 1 1.0283 0.3106

CURE63 1 1.0281 0.3106

CURE64 1 1.0322 0.3096

CURE66 1 1.0311 0.3099

CURE67 1 1.0285 0.3105

CURE68 1 1.0292 0.3103

CURE69 1 1.0283 0.3105

CURE70 1 1.0306 0.3100

CURE71 1 1.0283 0.3105

CURE72 1 1.0285 0.3105

CURE73 1 1.0292 0.3104

CURE74 1 1.0284 0.3105

CURE75 1 1.0321 0.3097

CURE76 1 1.0392 0.3080

CURE77 1 1.0511 0.3053

CURE78 1 1.0351 0.3090

CURE79 1 1.0282 0.3106

CURE80 1 1.0494 0.3056

CURE81 1 1.0357 0.3088

CURE82 1 1.0385 0.3082

CURE83 1 1.0281 0.3106

CURE84 1 1.0321 0.3097

CURE85 1 1.0282 0.3106

CURE86 1 1.0494 0.3056

CURE87 1 1.0372 0.3085

CURE88 1 1.0300 0.3102

CURE89 1 1.0281 0.3106

CURE90 1 1.0342 0.3092

CURE92 1 1.0372 0.3085

CURE93 1 1.0307 0.3100

CURE94 1 1.0316 0.3098

 

 

NOTE: No (additional) effects met the 0.1 significance level for entry into the

model.

 

 

Summary of Stepwise Selection

 

Effect Number Score Wald

Step Entered Removed DF In Chi-Square Chi-Square Pr > ChiSq

 

1 CURE14 1 1 58.7885 <.0001

2 CURE18 1 2 26.8854 <.0001

3 CURE91 1 3 29.8677 <.0001

4 CURE65 1 4 20.9053 <.0001

5 CURE30 1 5 35.8806 <.0001

6 CURE33 1 6 35.8102 <.0001

7 CURE37 1 7 32.3752 <.0001

8 CURE23 1 8 9.0900 0.0026

 

 

Partition for the Hosmer and Lemeshow Test

 

CURE3Q = 1 CURE3Q = 2

Group Total Observed Expected Observed Expected

 

1 93 0 0.00 93 93.00

2 22 0 0.11 22 21.89

3 24 11 11.03 13 12.97

4 25 25 24.92 0 0.08

5 65 65 65.00 0 0.00

 

 

Hosmer and Lemeshow Goodness-of-Fit Test

 

Chi-Square DF Pr > ChiSq

 

0.1934 3 0.9786

 

NOTE: In calculating the Expected values, predicted probabilities less than 1E-6 and

greater than 0.999999 were changed to 1E-6 and 0.999999 respectively.

 

 

Classification Table

 

Correct Incorrect Percentages

Prob Non- Non- Sensi- Speci- False False

Level Event Event Event Event Correct tivity ficity POS NEG

 

0.000 101 0 128 0 44.1 100.0 0.0 55.9 .

0.020 101 112 16 0 93.0 100.0 87.5 13.7 0.0

0.040 101 119 9 0 96.1 100.0 93.0 8.2 0.0

0.060 101 126 2 0 99.1 100.0 98.4 1.9 0.0

0.080 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.100 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.120 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.140 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.160 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.180 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.200 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.220 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.240 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.260 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.280 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.300 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.320 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.340 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.360 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.380 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.400 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.420 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.440 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.460 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.480 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.500 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.520 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.540 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.560 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.580 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.600 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.620 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.640 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.660 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.680 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.700 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.720 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.740 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.760 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.780 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.800 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.820 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.840 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.860 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.880 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.900 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.920 101 128 0 0 100.0 100.0 100.0 0.0 0.0

0.940 97 128 0 4 98.3 96.0 100.0 0.0 3.0

0.960 97 128 0 4 98.3 96.0 100.0 0.0 3.0

0.980 90 128 0 11 95.2 89.1 100.0 0.0 7.9

1.000 0 128 0 101 55.9 0.0 100.0 . 44.1

 

 

Fit Statistics for SCORE Data

 

Total Log Error

Data Set Frequency Likelihood Rate AIC AICC BIC

 

WORK.BAZA3 229 -1.0419 0 20.08389 20.90581 50.98739

 

Max-Rescaled Brier

Data Set SC R-Square R-Square AUC Score

 

WORK.BAZA3 50.98739 0.744175 0.996896 1 0.000157

 

- CURE3Q BAZA3 . 96 5

BIOSTATISTICA. Skype: leo_1911 E-mail: leo.biostat@gmail.com

Web-Site BIOMETRICA http:\\www.biometrica.tomsk.ru\ Tel: 8-989-830-83-10

 

_ _ _ _ S O

F F S 1 U T

_ A A E M S M N

P _ _ L L N S E S S

R P N P N S P S N P P

O O O E O E I E P S S S

b B S G S G T C E I E E

s _ _ _ _ _ _ _ C T N N

 

1 1.00000 47 128 0 54 0.46535 0.00000 1.00000 0.46535 1.46535 2.14894

2 1.00000 50 128 0 51 0.49505 0.00000 1.00000 0.49505 1.49505 2.02000

3 1.00000 54 128 0 47 0.53465 0.00000 1.00000 0.53465 1.53465 1.87037

4 1.00000 58 128 0 43 0.57426 0.00000 1.00000 0.57426 1.57426 1.74138

5 1.00000 61 128 0 40 0.60396 0.00000 1.00000 0.60396 1.60396 1.65574

6 1.00000 65 128 0 36 0.64356 0.00000 1.00000 0.64356 1.64356 1.55385

7 1.00000 69 128 0 32 0.68317 0.00000 1.00000 0.68317 1.68317 1.46377

8 0.99996 71 128 0 30 0.70297 0.00000 1.00000 0.70297 1.70297 1.42254

9 0.99978 75 128 0 26 0.74257 0.00000 1.00000 0.74257 1.74257 1.34667

10 0.99899 79 128 0 22 0.78218 0.00000 1.00000 0.78218 1.78218 1.27848

11 0.99631 83 128 0 18 0.82178 0.00000 1.00000 0.82178 1.82178 1.21687

12 0.99580 86 128 0 15 0.85149 0.00000 1.00000 0.85149 1.85149 1.17442

13 0.98841 90 128 0 11 0.89109 0.00000 1.00000 0.89109 1.89109 1.12222

14 0.98182 93 128 0 8 0.92079 0.00000 1.00000 0.92079 1.92079 1.08602

15 0.97694 97 128 0 4 0.96040 0.00000 1.00000 0.96040 1.96040 1.04124

16 0.93700 101 128 0 0 1.00000 0.00000 1.00000 1.00000 2.00000 1.00000

17 0.04182 101 124 4 0 1.00000 0.03125 0.96875 1.00000 1.96875 0.96875

18 0.03433 101 122 6 0 1.00000 0.04688 0.95313 1.00000 1.95313 0.95313

19 0.03419 101 119 9 0 1.00000 0.07031 0.92969 1.00000 1.92969 0.92969

20 0.02347 101 115 13 0 1.00000 0.10156 0.89844 1.00000 1.89844 0.89844

21 0.01603 101 112 16 0 1.00000 0.12500 0.87500 1.00000 1.87500 0.87500

22 0.00851 101 108 20 0 1.00000 0.15625 0.84375 1.00000 1.84375 0.84375

23 0.00587 101 104 24 0 1.00000 0.18750 0.81250 1.00000 1.81250 0.81250

24 0.00184 101 100 28 0 1.00000 0.21875 0.78125 1.00000 1.78125 0.78125

25 0.00010 101 96 32 0 1.00000 0.25000 0.75000 1.00000 1.75000 0.75000

26 0.00004 101 93 35 0 1.00000 0.27344 0.72656 1.00000 1.72656 0.72656

27 0.00000 101 0 128 0 1.00000 1.00000 0.00000 1.00000 1.00000 0.00000

 

- CURE3Q BAZA3 . 96 6

BIOSTATISTICA. Skype: leo_1911 E-mail: leo.biostat@gmail.com

Web-Site BIOMETRICA http:\\www.biometrica.tomsk.ru\ Tel: 8-989-830-83-10

 

_ _ _ _ S O

F F S 1 U T

_ A A E M S M N

P _ _ L L N S E S S

R P N P N S P S N P P

O O O E O E I E P S S S

b B S G S G T C E I E E

s _ _ _ _ _ _ _ C T N N

 

1 1.00000 47 128 0 54 0.46535 0.00000 1.00000 0.46535 1.46535 2.14894

2 1.00000 50 128 0 51 0.49505 0.00000 1.00000 0.49505 1.49505 2.02000

3 1.00000 54 128 0 47 0.53465 0.00000 1.00000 0.53465 1.53465 1.87037

4 1.00000 58 128 0 43 0.57426 0.00000 1.00000 0.57426 1.57426 1.74138

5 1.00000 61 128 0 40 0.60396 0.00000 1.00000 0.60396 1.60396 1.65574

6 1.00000 65 128 0 36 0.64356 0.00000 1.00000 0.64356 1.64356 1.55385

7 1.00000 69 128 0 32 0.68317 0.00000 1.00000 0.68317 1.68317 1.46377

8 0.99996 71 128 0 30 0.70297 0.00000 1.00000 0.70297 1.70297 1.42254

9 0.99978 75 128 0 26 0.74257 0.00000 1.00000 0.74257 1.74257 1.34667

10 0.99899 79 128 0 22 0.78218 0.00000 1.00000 0.78218 1.78218 1.27848

11 0.99631 83 128 0 18 0.82178 0.00000 1.00000 0.82178 1.82178 1.21687

12 0.99580 86 128 0 15 0.85149 0.00000 1.00000 0.85149 1.85149 1.17442