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Table 2 Description, parameter estimates and confidence intervals for the competing risks models with/without frailty

From: Risk-adjusted CUSUM control charts for shared frailty survival models with application to hip replacement outcomes: a study using the NJR dataset

Variable

No frailty terms

Frailty for revision only

Independent frailty terms

Correlated frailty terms

Sample size

113,772

 

113,772

 

113,772

 

113,772

 

Number of revisions

1336

 

1336

 

1336

 

1336

 

Number of deaths

9586

 

9586

 

9586

 

9586

 

Number of censored

102,850

 

102,850

 

102,850

 

102,850

 

Loglik

-114132.6

 

-114081.9

 

-114081.9

 

-114081.9

 

AIC

228305.2

 

228205.9

 

228207.9

 

228209.9

 

BIC

228498.0

 

228408.3

 

228419.9

 

228431.6

 

Revisions

Estimate

CI

Estimate

CI

Estimate

CI

Estimate

CI

λr (year)

15.46

8.923 - 26.79

11.58

7.298 - 18.39

11.52

7.262 - 18.27

11.59

7.298 - 18.4

kr

1.66

1.171 - 2.355

1.63

1.149 - 2.312

1.642

1.158 - 2.329

1.63

1.149 - 2.311

kr Females

1.096

1.018 - 1.179

1.137

1.049 - 1.233

1.134

1.046 - 1.23

1.137

1.049 - 1.233

kr Age

0.9936

0.9884 - 0.9988

0.9936

0.9884 - 0.9987

0.9934

0.9883 - 0.9986

0.9936

0.9884 - 0.9987

kr Cup/Head Resurf/Metal

1.515

1.126 - 2.039

1.569

1.167 - 2.11

1.576

1.172 - 2.119

1.57

1.167 - 2.11

Operation Date from 2007

1.26

1.112 - 1.427

1.288

1.132 - 1.464

1.286

1.131 - 1.463

1.288

1.132 - 1.464

Age

0.9692

0.9621 - 0.9765

0.9695

0.963 - 0.976

0.9694

0.9629 - 0.9758

0.9695

0.963 - 0.976

Uncemented

1.732

1.522 - 1.97

1.595

1.376 - 1.85

1.595

1.376 - 1.85

1.595

1.376 - 1.85

Head size

0.9677

0.9506 - 0.985

0.9563

0.94 - 0.9728

0.9563

0.9401 - 0.9728

0.9563

0.94 - 0.9728

Cup/Head Poly/Ceram

0.6017

0.4859 - 0.745

0.6592

0.5275 - 0.8238

0.6592

0.5274 - 0.8238

0.6593

0.5276 - 0.824

Cup/Head Resurf/Metal

9.37

4.556 - 19.27

10.88

5.796 - 20.43

10.8

5.75 - 20.28

10.89

5.797 - 20.45

Cup/Head Resurf/Resurf

4.558

3.113 - 6.673

5.595

3.804 - 8.227

5.593

3.803 - 8.224

5.594

3.804 - 8.226

\(\sigma ^{2}_{r}\)

-

-

0.1829

0.1205 - 0.2778

0.1829

0.1205 - 0.2777

0.1837

0.121 - 0.2787

Deaths

Estimate

CI

Estimate

CI

Estimate

CI

Estimate

CI

105 λd (1/year)

1.286

0.9214 - 1.795

1.286

0.9214 - 1.795

1.288

0.9223 - 1.8

1.284

0.9204 - 1.792

10kd (1/year)

0.9873

0.9404 - 1.037

0.9873

0.9404 - 1.037

0.987

0.9398 - 1.037

0.9875

0.9406 - 1.037

kd Operation Date from 2007

0.9624

0.9561 - 0.9687

0.9624

0.9561 - 0.9687

0.9624

0.9562 - 0.9688

0.9624

0.9561 - 0.9687

kd ASA P3-P5

0.6133

0.5639 - 0.6671

0.6133

0.5639 - 0.6671

0.6135

0.5641 - 0.6672

0.6132

0.5638 - 0.6669

kd Cup/Head Poly/Metal

0.9458

0.9073 - 0.9859

0.9458

0.9073 - 0.9859

0.9459

0.9073 - 0.9861

0.9456

0.9072 - 0.9857

ASA P3-P5

36.53

23.83 - 56.01

36.54

23.83 - 56.01

36.46

23.79 - 55.86

36.58

23.86 - 56.08

Cup/Head Poly/Metal

1.563

1.193 - 2.047

1.563

1.193 - 2.047

1.562

1.192 - 2.045

1.564

1.194 - 2.049

4-5 quintiles of the IMD

1.084

1.04 - 1.13

1.084

1.04 - 1.13

1.084

1.04 - 1.13

1.084

1.04 - 1.13

\(\sigma ^{2}_{d} \)

-

-

-

-

2.031e-07

2e-07 - 2e-07

5e-07

5e-07 - 5e-07

ρ

-

-

-

-

-

-

0.00166

0.0013 - 0.0020