Research Article
Statistical Inference of Odd Fréchet Inverse Lomax Distribution with Applications
Table 2
Estimates and MSEs of the OFIL distribution for MLEs, LSEs, PCEs, and ADEs for set 1 (α = 2, θ = 2, and β = 0.5).
| n | MLEs | LSEs | PCEs | ADEs | Estimates | MSEs | Estimates | MSEs | Estimates | MSEs | Estimates | MSEs |
| 10 | 1.374 | 1.107 | 0.619 | 1.264 | 0.773 | 1.395 | 0.687 | 1.527 | 0.640 | 2.294 | 0.690 | 2.236 | 1.421 | 2.288 | 0.594 | 2.499 | 2.096 | 1.141 | 0.395 | 0.960 | 1.031 | 1.057 | 0.667 | 0.922 |
| 20 | 1.287 | 1.137 | 0.605 | 1.251 | 0.658 | 1.283 | 0.647 | 1.430 | 0.415 | 2.282 | 0.225 | 2.112 | 0.268 | 2.192 | 0.454 | 2.361 | 0.597 | 0.969 | 0.380 | 0.954 | 0.398 | 0.968 | 0.212 | 0.871 |
| 50 | 1.349 | 0.480 | 1.244 | 0.581 | 1.286 | 0.540 | 1.308 | 0.636 | 2.239 | 0.127 | 2.115 | 0.093 | 2.176 | 0.144 | 2.220 | 0.134 | 0.864 | 0.175 | 0.916 | 0.183 | 0.903 | 0.230 | 0.918 | 0.247 |
| 100 | 1.337 | 0.472 | 1.247 | 0.569 | 1.314 | 0.502 | 1.251 | 0.578 | 2.179 | 0.070 | 2.206 | 0.081 | 2.147 | 0.057 | 2.207 | 0.076 | 0.861 | 0.162 | 0.899 | 0.163 | 0.879 | 0.189 | 0.914 | 0.198 |
| 200 | 1.342 | 0.466 | 1.249 | 0.566 | 1.329 | 0.489 | 1.253 | 0.565 | 2.203 | 0.064 | 2.188 | 0.054 | 2.109 | 0.034 | 2.201 | 0.059 | 0.848 | 0.151 | 0.901 | 0.162 | 0.857 | 0.147 | 0.902 | 0.168 |
| 500 | 1.351 | 0.450 | 1.249 | 0.564 | 1.390 | 0.482 | 1.262 | 0.546 | 2.172 | 0.039 | 2.189 | 0.047 | 2.153 | 0.034 | 2.175 | 0.036 | 0.835 | 0.133 | 0.896 | 0.158 | 0.812 | 0.142 | 0.891 | 0.155 |
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