Research Article
Alpha Power Transformed Inverse Lomax Distribution with Different Methods of Estimation and Applications
Table 3
Estimates and MSEs of APTIL distribution for ML, LS, WLS, CV, PC, MPS, AD, and RTAD estimates for set 3.
| n | Set 3: | 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 | 0.315 | 0.053 | 0.26 | 0.066 | 0.263 | 0.085 | 0.212 | 0.042 | 0.401 | 0.604 | 0.413 | 0.234 | 0.282 | 0.052 | 0.234 | 0.056 | 0.509 | 0.032 | 0.805 | 0.128 | 0.854 | 0.19 | 0.895 | 0.205 | 0.798 | 0.255 | 0.849 | 0.565 | 0.71 | 0.126 | 0.948 | 0.285 | 2.243 | 0.356 | 1.628 | 0.211 | 1.697 | 0.225 | 1.678 | 0.245 | 1.717 | 0.413 | 1.878 | 0.523 | 1.838 | 0.188 | 1.57 | 0.26 |
| 100 | 0.325 | 0.029 | 0.221 | 0.025 | 0.234 | 0.035 | 0.181 | 0.033 | 0.303 | 0.06 | 0.387 | 0.171 | 0.27 | 0.039 | 0.199 | 0.033 | 0.504 | 0.033 | 0.789 | 0.113 | 0.771 | 0.111 | 0.838 | 0.14 | 0.737 | 0.199 | 0.682 | 0.198 | 0.637 | 0.058 | 0.872 | 0.178 | 2.138 | 0.217 | 1.67 | 0.149 | 1.724 | 0.177 | 1.686 | 0.135 | 1.864 | 0.321 | 1.96 | 0.257 | 1.906 | 0.095 | 1.616 | 0.179 |
| 200 | 0.336 | 0.016 | 0.228 | 0.026 | 0.218 | 0.026 | 0.179 | 0.023 | 0.29 | 0.03 | 0.409 | 0.149 | 0.274 | 0.021 | 0.211 | 0.022 | 0.48 | 8.602 | 0.791 | 0.099 | 0.74 | 0.087 | 0.788 | 0.096 | 0.65 | 0.105 | 0.596 | 0.121 | 0.602 | 0.037 | 0.812 | 0.119 | 2.081 | 0.076 | 1.632 | 0.156 | 1.763 | 0.083 | 1.702 | 0.109 | 1.907 | 0.145 | 2.031 | 0.204 | 1.906 | 0.065 | 1.624 | 0.163 |
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