Table 5 The point estimation results of \(R_{1}(t)\) from Set-1.
\((n_1,n_2)\) | \((m_{1},m_{2})\) | Test | MLE | Bayes | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
Group-1 | Group-2 | ||||||||||
MPE | RMSE | MARB | MPE | RMSE | MARB | MPE | RMSE | MARB | |||
\((T_{11},T_{12},T_{21},T_{22}) = ({0.5,\ 1.0,\ 0.4,\ 0.8})\) | |||||||||||
(40,30) | (20, 10) | [1] | 0.957 | 0.109 | 0.102 | 0.945 | 0.053 | 0.049 | 0.966 | 0.039 | 0.036 |
[2] | 0.959 | 0.111 | 0.107 | 0.968 | 0.053 | 0.051 | 0.976 | 0.048 | 0.045 | ||
[3] | 0.966 | 0.122 | 0.111 | 0.971 | 0.056 | 0.054 | 0.977 | 0.048 | 0.045 | ||
(30, 20) | [1] | 0.956 | 0.062 | 0.061 | 0.970 | 0.041 | 0.039 | 0.967 | 0.023 | 0.019 | |
[2] | 0.963 | 0.073 | 0.072 | 0.971 | 0.050 | 0.044 | 0.965 | 0.030 | 0.026 | ||
[3] | 0.954 | 0.067 | 0.067 | 0.969 | 0.046 | 0.044 | 0.966 | 0.027 | 0.025 | ||
(60,50) | (30, 20) | [1] | 0.955 | 0.048 | 0.045 | 0.968 | 0.036 | 0.030 | 0.966 | 0.020 | 0.019 |
[2] | 0.950 | 0.048 | 0.047 | 0.961 | 0.037 | 0.032 | 0.959 | 0.020 | 0.019 | ||
[3] | 0.965 | 0.052 | 0.047 | 0.970 | 0.039 | 0.038 | 0.966 | 0.022 | 0.019 | ||
(40, 30) | [1] | 0.946 | 0.038 | 0.036 | 0.973 | 0.026 | 0.022 | 0.988 | 0.015 | 0.012 | |
[2] | 0.966 | 0.046 | 0.044 | 0.978 | 0.033 | 0.028 | 0.990 | 0.020 | 0.018 | ||
[3] | 0.944 | 0.046 | 0.040 | 0.978 | 0.031 | 0.026 | 0.992 | 0.016 | 0.013 | ||
(80,90) | (40, 50) | [1] | 0.946 | 0.032 | 0.029 | 0.986 | 0.021 | 0.017 | 0.982 | 0.008 | 0.007 |
[2] | 0.932 | 0.034 | 0.030 | 0.983 | 0.023 | 0.019 | 0.979 | 0.009 | 0.008 | ||
[3] | 0.954 | 0.037 | 0.031 | 0.984 | 0.025 | 0.020 | 0.980 | 0.015 | 0.011 | ||
(60, 70) | [1] | 0.934 | 0.024 | 0.019 | 0.956 | 0.012 | 0.008 | 0.940 | 0.007 | 0.006 | |
[2] | 0.941 | 0.031 | 0.029 | 0.962 | 0.013 | 0.011 | 0.946 | 0.008 | 0.007 | ||
[3] | 0.932 | 0.025 | 0.020 | 0.956 | 0.013 | 0.010 | 0.940 | 0.007 | 0.006 | ||
\((T_{11},T_{12},T_{21},T_{22}) = ({1.0,\ 1.5,\ 0.8,\ 1.2})\) | |||||||||||
(40,30) | (20, 10) | [1] | 0.941 | 0.059 | 0.057 | 0.959 | 0.041 | 0.026 | 0.959 | 0.038 | 0.025 |
[2] | 0.960 | 0.069 | 0.067 | 0.967 | 0.052 | 0.032 | 0.973 | 0.049 | 0.029 | ||
[3] | 0.964 | 0.070 | 0.069 | 0.964 | 0.055 | 0.032 | 0.972 | 0.053 | 0.029 | ||
(30, 20) | [1] | 0.939 | 0.050 | 0.046 | 0.941 | 0.036 | 0.020 | 0.936 | 0.031 | 0.018 | |
[2] | 0.954 | 0.056 | 0.055 | 0.956 | 0.039 | 0.025 | 0.953 | 0.034 | 0.022 | ||
[3] | 0.946 | 0.053 | 0.052 | 0.954 | 0.038 | 0.022 | 0.951 | 0.032 | 0.019 | ||
(60,50) | (30, 20) | [1] | 0.928 | 0.043 | 0.039 | 0.937 | 0.031 | 0.019 | 0.927 | 0.026 | 0.016 |
[2] | 0.955 | 0.043 | 0.039 | 0.960 | 0.035 | 0.019 | 0.959 | 0.030 | 0.016 | ||
[3] | 0.963 | 0.047 | 0.040 | 0.963 | 0.035 | 0.020 | 0.960 | 0.031 | 0.017 | ||
(40, 30) | [1] | 0.938 | 0.033 | 0.031 | 0.951 | 0.023 | 0.010 | 0.947 | 0.020 | 0.007 | |
[2] | 0.970 | 0.038 | 0.034 | 0.978 | 0.030 | 0.019 | 0.990 | 0.025 | 0.015 | ||
[3] | 0.963 | 0.035 | 0.031 | 0.975 | 0.027 | 0.012 | 0.988 | 0.023 | 0.008 | ||
(80,90) | (40, 50) | [1] | 0.915 | 0.027 | 0.023 | 0.952 | 0.016 | 0.006 | 0.945 | 0.013 | 0.005 |
[2] | 0.933 | 0.030 | 0.025 | 0.972 | 0.018 | 0.006 | 0.966 | 0.014 | 0.005 | ||
[3] | 0.948 | 0.033 | 0.030 | 0.980 | 0.022 | 0.007 | 0.974 | 0.016 | 0.006 | ||
(60, 70) | [1] | 0.916 | 0.019 | 0.015 | 0.936 | 0.008 | 0.005 | 0.918 | 0.007 | 0.004 | |
[2] | 0.930 | 0.026 | 0.022 | 0.949 | 0.010 | 0.005 | 0.930 | 0.008 | 0.005 | ||
[3] | 0.916 | 0.026 | 0.020 | 0.932 | 0.010 | 0.005 | 0.915 | 0.007 | 0.004 | ||