Research Article
Alpha Power Transformed Inverse Lomax Distribution with Different Methods of Estimation and Applications
Table 4
Estimates and MSEs of APTIL distribution for ML, LS, WLS, CV, PC, MPS, AD, and RTAD estimates for set 4.
| n | Set 4: | 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 | 0.306 | 0.093 | 0.544 | 0.711 | 0.561 | 0.916 | 0.339 | 0.366 | 0.266 | 0.079 | 0.497 | 0.468 | 0.259 | 0.575 | 0.380 | 0.260 | 0.753 | 0.166 | 0.968 | 0.511 | 0.951 | 0.410 | 0.913 | 0.435 | 1.032 | 0.539 | 0.865 | 0.513 | 0.965 | 0.819 | 1.047 | 0.589 | 2.684 | 0.410 | 2.440 | 1.512 | 2.425 | 1.552 | 2.668 | 1.441 | 2.309 | 0.850 | 2.695 | 0.972 | 2.270 | 1.689 | 2.391 | 1.282 |
| 100 | 0.304 | 0.086 | 0.312 | 0.242 | 0.399 | 0.474 | 0.328 | 0.304 | 0.194 | 0.031 | 0.325 | 0.094 | 0.217 | 0.427 | 0.39 | 0.310 | 0.751 | 0.153 | 0.949 | 0.397 | 0.934 | 0.342 | 0.986 | 0.427 | 0.998 | 0.501 | 0.819 | 0.327 | 0.864 | 0.680 | 0.916 | 0.375 | 2.585 | 0.353 | 2.511 | 1.250 | 2.516 | 1.833 | 2.436 | 1.296 | 2.323 | 0.736 | 2.626 | 0.807 | 2.310 | 1.547 | 2.478 | 1.086 |
| 200 | 0.251 | 0.033 | 0.228 | 0.073 | 0.250 | 0.157 | 0.398 | 0.311 | 0.164 | 0.029 | 0.326 | 0.076 | 0.197 | 0.227 | 0.397 | 0.221 | 0.69 | 0.081 | 0.990 | 0.394 | 1.026 | 0.399 | 0.881 | 0.380 | 0.885 | 0.276 | 0.696 | 0.168 | 0.872 | 0.482 | 0.780 | 0.288 | 2.667 | 0.238 | 2.412 | 1.160 | 2.388 | 1.406 | 2.766 | 1.290 | 2.500 | 0.441 | 2.813 | 0.477 | 2.332 | 1.489 | 2.781 | 0.908 |
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