Table 1 MSE result of all estimators considered in this article using real data sets.
Estimators | Population 1 | Population 2 | Population 3 |
|---|---|---|---|
\(\hat{M}_{y}\) | 403,887.0 | 3.3633680 | 17.08538 |
\(\hat{M}_{Rat}\) | 109,313.0 | 0.3467658 | 0.1606138 |
\(\hat{M}_{\exp }\) | 199,668.0 | 1.4564990 | 4.3510590 |
\(\hat{M}_{SS1}\) | 102,203.3 | 3.3165700 | 16.606740 |
\(\hat{M}_{SS2}\) | 101,810.2 | 0.02953121 | 0.1602143 |
\(\hat{M}_{D}\) | 104,407.5 | 0.02953252 | 0.1602252 |
\(\hat{M}_{D1}\) | 103,797.0 | 0.02675913 | 0.1601913 |
\(\hat{M}_{D2}\) | 103,116.3 | 0.02883137 | 0.1602002 |
\(\hat{M}_{SS3}\) | 100,200.8 | 0.02945387 | 0.1579884 |
\(\hat{M}_{Siraj(alpha = 0)}\) | 100,940.4 | 0.01838123 | 0.1139751 |
\(\hat{M}_{Siraj(alpha = 1)}\) | 99,054.20 | 0.02929051 | 0.1415721 |
\(\hat{M}_{proposed}\) | 90,648.43 | 0.02795507 | 0.1107349 |
