Research Article
Alpha Power Transformed Inverse Lomax Distribution with Different Methods of Estimation and Applications
Table 2
Estimates and MSEs of APTIL distribution for ML, LS, WLS, CV, PC, MPS, AD, and RTAD estimates for set 2.
| n | Set 2: | MLEs | LSEs | WLSEs | CVEs | PCEs | MPSEs | ADEs | RTADEs | Est. | MSEs | Est. | MSEs | Est. | MSEs | Est. | MSEs | Est. | MSEs | Est. | MSEs | Est. | MSEs | Est. | MSEs |
| 50 | 0.472 | 0.186 | 0.709 | 1.148 | 0.64 | 1.163 | 0.518 | 0.803 | 0.364 | 0.086 | 0.56 | 0.237 | 0.377 | 0.110 | 0.810 | 1.526 | 0.752 | 0.204 | 1.094 | 0.623 | 1.088 | 0.523 | 1.175 | 0.724 | 1.104 | 0.651 | 0.981 | 0.670 | 1.057 | 0.438 | 1.118 | 0.717 | 2.778 | 0.540 | 2.227 | 1.644 | 2.172 | 1.227 | 2.311 | 1.599 | 2.169 | 1.018 | 2.532 | 1.325 | 2.183 | 0.880 | 2.252 | 1.447 |
| 100 | 0.473 | 0.159 | 0.525 | 0.569 | 0.52 | 0.970 | 0.591 | 0.900 | 0.311 | 0.076 | 0.482 | 0.187 | 0.313 | 0.082 | 0.721 | 1.006 | 0.738 | 0.182 | 1.113 | 0.612 | 1.035 | 0.406 | 1.136 | 0.622 | 1.068 | 0.549 | 0.971 | 0.554 | 1.046 | 0.415 | 0.995 | 0.508 | 2.728 | 0.354 | 2.303 | 1.481 | 2.291 | 1.161 | 2.236 | 1.508 | 2.211 | 0.855 | 2.434 | 0.944 | 2.148 | 0.816 | 2.411 | 1.425 |
| 200 | 0.454 | 0.085 | 0.521 | 0.595 | 0.446 | 0.660 | 0.292 | 0.337 | 0.262 | 0.082 | 0.384 | 0.087 | 0.261 | 0.074 | 0.498 | 0.463 | 0.664 | 0.100 | 1.078 | 0.572 | 0.995 | 0.308 | 1.257 | 0.692 | 1.007 | 0.484 | 0.833 | 0.263 | 0.987 | 0.309 | 1.032 | 0.512 | 2.771 | 0.287 | 2.481 | 1.798 | 2.281 | 1.067 | 2.054 | 1.221 | 2.333 | 0.609 | 2.517 | 0.491 | 2.231 | 0.655 | 2.417 | 1.229 |
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