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Table 2 Average estimates of λ and the associated MSEs

From: Reliability estimation under type-II censored data from the generalized Bilal distribution

n

n

MLE

Bayes prior 1

Bayes prior 2

   

IS1

IS2

IS1

IS2

25

15

0.8355

0.8570

0.8167

0.8264

0.8006

  

0.0499

0.0597

0.0465

0.0363

0.0300

 

20

0.8049

0.8248

0.7794

0.8063

0.7736

  

0.0274

0.0339

0.0236

0.0234

0.0180

 

25

0.7889

0.8056

0.7431

0.7943

0.7456

  

0.0172

0.0216

0.0147

0.0159

0.0122

30

20

0.8095

0.8477

0.7976

0.8223

0.7875

  

0.0306

0.0437

0.0298

0.0291

0.0222

 

25

0.7928

0.8278

0.7707

0.8093

0.7684

  

0.0204

0.0290

0.0183

0.0210

0.0148

 

30

0.7817

0.8123

0.7306

0.7995

0.7344

  

0.0136

0.0201

0.0128

0.0153

0.0109

40

30

0.7857

0.8543

0.7774

0.8318

0.7738

  

0.0165

0.0335

0.0174

0.0242

0.0143

 

35

0.7782

0.8400

0.7588

0.8248

0.7589

  

0.0128

0.0257

0.0125

0.0197

0.0107

 

40

0.7720

0.8272

0.7036

0.8151

0.7089

  

0.0094

0.0185

0.0117

0.0151

0.0102