Research Article
Statistical Analysis Based on Progressive Type-I Censored Scheme from Alpha Power Exponential Distribution with Engineering and Medical Applications
Table 10
The classical and Bayes estimates (with their SEs) of
, , , and
under head-neck cancer dataset.
| Scheme | Parameter | MLE | MCMC | SE | LINEX | ā3 | ā0.03 | +3 |
| I | | 2.7953 (3.8358) | 1.8958 (0.0057) | 2.5773 (0.0014) | 1.9079 (0.0056) | 1.0567 (0.0110) | | 0.0381 (0.0188) | 0.0314 (0.0001) | 0.0315 (0.0001) | 0.0314 (0.0001) | 0.0312 (0.0001) | | 0.9782 (0.0087) | 0.9766 (0.0001) | 0.9767 (0.0001) | 0.9766 (0.0001) | 0.9765 (0.0001) | | 0.0223 (0.0086) | 0.0238 (0.0001) | 0.0239 (0.0001) | 0.0238 (0.0001) | 0.0237 (0.0001) |
| II | | 2.9846 (3.5777) | 2.0714 (0.0026) | 2.2415 (0.0047) | 2.0739 (0.0058) | 1.7773 (0.0076) | | 0.0367 (0.0164) | 0.0321 (0.0001) | 0.0322 (0.0001) | 0.0321 (0.0001) | 0.0320 (0.0001) | | 0.9798 (0.0074) | 0.9781 (0.0001) | 0.9781 (0.0001) | 0.9781 (0.0001) | 0.9781 (0.0001) | | 0.0207 (0.0074) | 0.0223 (0.0001) | 0.0223 (0.0001) | 0.0223 (0.0001) | 0.0222 (0.0001) |
| III | | 0.8690 (2.7042) | 0.5924 (0.0014) | 0.6626 (0.0013) | 0.5931 (0.0017) | 0.5214 (0.0013) | | 0.0253 (0.0311) | 0.0213 (0.0001) | 0.0213 (0.0001) | 0.0213 (0.0001) | 0.0212 (0.0001) | | 0.9732 (0.0102) | 0.9726 (0.0001) | 0.9727 (0.0001) | 0.9726 (0.0001) | 0.9725 (0.0001) | | 0.0271 (0.0101) | 0.0277 (0.0001) | 0.0278 (0.0001) | 0.0277 (0.0001) | 0.0276 (0.0001) |
| IV | | 1.6852 (2.1033) | 1.6498 (0.0022) | 1.8140 (0.0008) | 1.6516 (0.0002) | 1.4902 (0.0012) | | 0.0626 (0.0239) | 0.0622 (0.0001) | 0.0624 (0.0001) | 0.0622 (0.0001) | 0.0620 (0.0001) | | 0.9531 (0.0157) | 0.9524 (0.0001) | 0.9525 (0.0001) | 0.9524 (0.0001) | 0.9524 (0.0001) | | 0.0485 (0.0156) | 0.0491 (0.0001) | 0.0493 (0.0001) | 0.0491 (0.0001) | 0.0490 (0.0001) |
| V | | 0.0098 (0.0430) | 0.0088 (0.0001) | 0.0087 (0.0001) | 0.0087 (0.0001) | 0.0087 (0.0001) | | 0.0129 (0.0131) | 0.0124 (0.0001) | 0.0124 (0.0001) | 0.0124 (0.0001) | 0.0123 (0.0001) | | 0.9420 (0.0115) | 0.9428 (0.0001) | 0.9427 (0.0001) | 0.9427 (0.0001) | 0.9427 (0.0001) | | 0.0594 (0.0119) | 0.0586 (0.0001) | 0.0586 (0.0001) | 0.0586 (0.0001) | 0.0585 (0.0001) |
|
|