Research Article
Statistical Inference of Odd Fréchet Inverse Lomax Distribution with Applications
Table 5
Estimates and MSEs of the OFIL distribution for MLEs, LSEs, PCEs, and ADEs for set 4 (α = 2, θ = 2, and β = 1.5).
| n | MLEs | LSEs | PCEs | ADEs | Estimates | MSEs | Estimates | MSEs | Estimates | MSEs | Estimates | MSEs |
| 10 | 1.918 | 0.243 | 1.826 | 0.368 | 1.911 | 0.341 | 1.835 | 0.139 | 2.43 | 0.813 | 1.964 | 0.64 | 1.891 | 0.577 | 2.059 | 0.393 | 1.797 | 0.752 | 1.747 | 0.135 | 1.669 | 0.391 | 1.927 | 1.449 |
| 20 | 1.918 | 0.229 | 1.825 | 0.062 | 1.931 | 0.259 | 1.839 | 0.066 | 2.162 | 0.191 | 2.01 | 0.205 | 1.936 | 0.256 | 1.989 | 0.132 | 1.742 | 0.611 | 1.738 | 0.087 | 1.56 | 0.141 | 1.733 | 0.148 |
| 50 | 1.821 | 0.043 | 1.788 | 0.06 | 2.06 | 0.075 | 1.802 | 0.061 | 2.115 | 0.08 | 2.05 | 0.074 | 1.922 | 0.103 | 2.048 | 0.073 | 1.681 | 0.043 | 1.727 | 0.079 | 1.493 | 0.073 | 1.721 | 0.088 |
| 100 | 1.824 | 0.039 | 1.788 | 0.055 | 2.11 | 0.07 | 1.816 | 0.052 | 2.065 | 0.029 | 2.058 | 0.05 | 1.917 | 0.053 | 2.032 | 0.029 | 1.68 | 0.041 | 1.722 | 0.069 | 1.449 | 0.052 | 1.71 | 0.072 |
| 200 | 1.835 | 0.029 | 1.79 | 0.054 | 2.106 | 0.063 | 1.814 | 0.046 | 2.055 | 0.015 | 2.039 | 0.023 | 1.921 | 0.041 | 2.033 | 0.014 | 1.669 | 0.031 | 1.721 | 0.068 | 1.45 | 0.043 | 1.695 | 0.059 |
| 500 | 1.831 | 0.032 | 1.795 | 0.05 | 2.115 | 0.062 | 1.832 | 0.039 | 2.027 | 6.331 | 2.023 | 9.657 | 1.934 | 0.012 | 2.03 | 6.73 | 1.674 | 0.033 | 1.717 | 0.063 | 1.432 | 0.037 | 1.676 | 0.048 |
|
|
Indicate that the value multiply 6.331 × . |