Research Article
The New Novel Discrete Distribution with Application on COVID-19 Mortality Numbers in Kingdom of Saudi Arabia and Latvia
Table 2
Rbias and MSE for parameter of DEOWE distribution by using MLE when
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| | | 0.01 | 0.05 | 0.15 | | N | | Rbias | MSE | Rbias | MSE | Rbias | MSE |
| 0.5 | 20 | | 0.049 4 | 0.006 33 | 0.165 8 | 0.025 4 | 0.305 3 | 0.077 3 | | −0.009 1 | 0.000 72 | 0.002 8 | 0.089 6 | 0.061 3 | 0.485 2 | | 0.057 8 | 0.000 012 | 0.016 2 | 0.001 2 | −0.026 6 | 0.008 0 | 40 | | 0.028 8 | 0.002 63 | 0.147 6 | 0.014 4 | 0.265 6 | 0.049 2 | | 0.003 6 | 0.002 98 | 0.028 5 | 0.076 5 | 0.132 2 | 0.384 3 | | 0.034 3 | 0.000 005 | −0.051 3 | 0.000 2 | −0.047 1 | 0.006 3 | 70 | | 0.037 0 | 0.002 01 | 0.141 7 | 0.010 2 | 0.250 7 | 0.029 9 | | −0.002 1 | 0.000 29 | 0.072 6 | 0.076 0 | 0.132 4 | 0.260 4 | | 0.004 5 | 0.000 002 | −0.041 3 | 0.0002 | −0.112 9 | 0.002 3 | 100 | | 0.040 0 | 0.001 915 | 0.131 7 | 0.007 7 | 0.269 6 | 0.025 3 | | −0.003 0 | 0.000 031 | 0.053 6 | 0.060 1 | 0.107 3 | 0.173 4 | | −0.012 7 | 0.000 002 | −0.061 9 | 0.000 1 | −0.080 8 | 0.002 0 |
| 1.5 | 20 | | 0.002 0 | 0.002 674 | 0.048 2 | 0.045 5 | 0.155 6 | 0.150 5 | | −0.005 4 | 0.001 886 | −0.032 1 | 0.056 7 | −0.151 2 | 0.168 6 | | 0.010 6 | 0.000 002 | −0.022 2 | 0.000 053 | −0.100 8 | 0.000 8 | 40 | | −0.000 9 | 0.001 018 | 0.010 7 | 0.004 8 | 0.136 3 | 0.084 6 | | 0.001 0 | 0.000 389 | −0.007 9 | 0.004 5 | −0.022 4 | 0.077 4 | | 0.007 7 | 0.000 001 | −0.018 2 | 0.000 025 | −0.103 0 | 0.000 5 | 70 | | 0.000 3 | 0.000 052 | 0.042 5 | 0.016 5 | 0.150 8 | 0.080 0 | | −0.000 3 | 0.000 008 | −0.023 1 | 0.014 5 | 0.019 1 | 0.039 5 | | 0.004 3 | 0.000 001 | −0.031 4 | 0.000 018 | −0.102 8 | 0.000 4 | 100 | | 0.000 0 | 0.000 002 | 0.024 1 | 0.007 0 | 0.102 2 | 0.037 7 | | 0.000 0 | 0.000 002 | 0.006 5 | 0.011 0 | −0.084 9 | 0.018 9 | | −0.000 7 | 0.000 000 4 | −0.027 1 | 0.000 014 | −0.102 6 | 0.000 3 |
| 5 | 20 | | −1.18E−06 | 1.63E−08 | −0.000 7 | 0.024 3 | 0.002 6 | 0.004 7 | | 4.19E−05 | 1.64E−07 | 0.007 9 | 0.009 4 | −0.034 9 | 0.007 6 | | −0.005 13 | 1.87E−07 | −0.031 11 | 6.91E−06 | −0.095 7 | 0.000 2 | 40 | | 2.48E−09 | 1.41E−13 | 0.003 1 | 0.033 6 | 0.000 949 | 7.01E−05 | | 5.77E−08 | 1.21E−12 | −0.071 1 | 0.020 4 | −0.018 0 | 0.000 5 | | −0.004 35 | 1.01E−07 | −0.036 06 | 6.71E−06 | −0.092 7 | 0.000 2 | 70 | | 1.90E−05 | 5.52E−06 | 0.003 5 | 0.013 6 | 0.026 1 | 0.119 6 | | −0.000 6 | 6.23E−05 | −0.068 2 | 0.009 5 | −0.186 7 | 0.037 2 | | −0.004 8 | 5.80E−08 | −0.035 98 | 4.63E−06 | −0.101 9 | 0.000 2 | 100 | | −3.22E−09 | 8.23E−13 | 0.002 1 | 0.009 0 | 0.002 4 | 0.000 5 | | 2.12E−07 | 3.87E−12 | −0.013 7 | 0.004 6 | −0.046 8 | 0.002 1 | | −0.005 96 | 4.22E−08 | −0.032 87 | 3.62E−06 | −0.096 5 | 0.000 2 |
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