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Table 3 Mean weights for a stacked model including all submodels or including all submodels except Weibull. The failure time data were generated according to a Weibull (2, 2) distribution with varying amounts of administrative censoring for samples of size 125 over 100 simulation runs

From: Stacked survival models for residual lifetime data

 

Individual submodel type of stacked estimator

Administrative Censoring Proportion

NPMLE

Weibull

Log-Logistic

Log-Normal

Gamma

10%

0.01394

0.08208

0.02781

0.04167

0.09579

 

0.01607

N/A

0.05645

0.08028

0.8472

20%

5.586×10−9

0.9061

0.01439

0.04962

0.02992

 

8.419×10−9

N/A

0.04088

0.08901

0.8701

30%

3.900×10−9

0.8503

0.03581

0.04999

0.06389

 

5.520×10−9

N/A

0.07797

0.08018

0.8418

40%

2.169×10−9

0.7888

0.02656

0.01465

0.1700

 

3.463×10−9

N/A

0.1319

0.04835

0.8197