Table 5 MSE, length and coverage probability (CP) of estimates for the parameter\(\alpha _{1}\).
\(\left( n,m\right)\) | r | (\(R_{1,.....,}R_{r}\)) | MLE | SEL | LINEX | Length | CP | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|
MSE | Length | CP | \(\ \ c=-2\) | \(c=0.0001\) | \(\ \ \ c=2\) | ||||||
\(\left( 10,10\right)\) | 5 | (15, 0, 0, 0, 0) | 0.1758 | 1.1854 | 0.9592 | 0.1758 | 0.1758 | 0.1758 | 0.0063 | 0.0063 | 0.9502 |
(0, 0, 10, 5, 0) | 0.2664 | 1.9661 | 0.9671 | 0.267 | 0.267 | 0.267 | 0.121 | 0.0092 | 0.9642 | ||
(0, 0, 0, 0, 15) | 0.221 | 1.8549 | 0.9327 | 0.2222 | 0.2222 | 0.2222 | 0.213 | 0.0086 | 0.9430 | ||
10 | \((10,0_{(9)})\) | 0.0401 | 0.7515 | 0.9713 | 0.0401 | 0.0401 | 0.0401 | 0.011 | 0.0047 | 0.9355 | |
\((0_{(5)},10,0_{(4)})\) | 0.2435 | 1.0708 | 0.9559 | 0.2431 | 0.2431 | 0.2431 | 0.144 | 0.0047 | 0.9306 | ||
\((0_{(9)},10)\) | 0.1554 | 0.9049 | 0.9470 | 0.1553 | 0.1553 | 0.1553 | 0.1055 | 0.0041 | 0.9391 | ||
\(\left( 10,20\right)\) | 15 | (15,0\(_{(14)})\) | 0.1909 | 0.8929 | 0.9684 | 0.1908 | 0.1908 | 0.1908 | 0.1708 | 0.0042 | 0.9319 |
(0\(_{(6)},15,0_{(8)}\)) | 0.1907 | 0.951 | 0.9428 | 0.1899 | 0.1899 | 0.1899 | 0.1589 | 0.0049 | 0.9265 | ||
(0\(_{(14)},15\)) | 0.2092 | 0.9846 | 0.9633 | 0.2089 | 0.2089 | 0.2089 | 0.1089 | 0.0045 | 0.9689 | ||
\(\left( 10,20\right)\) | 20 | (10,0\(_{(19)})\) | 0.2325 | 0.8856 | 0.9747 | 0.2324 | 0.2324 | 0.2324 | 0.1324 | 0.0038 | 0.9581 |
(0\(_{(9)},10,0_{(10)}\)) | 0.2422 | 0.9387 | 0.9470 | 0.2415 | 0.2415 | 0.2415 | 0.2241 | 0.004 | 0.9552 | ||
(0\(_{(19)},10\)) | 0.3419 | 0.993 | 0.9536 | 0.3412 | 0.3412 | 0.3412 | 0.3012 | 0.004 | 0.9652 | ||
(20,30) | 20 | (30,0\(_{(19)}\)) | 0.1799 | 0.7279 | 0.9527 | 0.1799 | 0.1799 | 0.1799 | 0.1579 | 0.0037 | 0.9320 |
(0\(_{(9)},30,\)0\(_{(10)}\)) | 0.1715 | 0.7251 | 0.9266 | 0.171 | 0.171 | 0.171 | 0.156 | 0.0036 | 0.9475 | ||
(0\(_{(19)},30)\) | 0.2313 | 0.8595 | 0.9443 | 0.2307 | 0.2307 | 0.2307 | 0.2105 | 0.004 | 0.9737 | ||
(20,30) | 30 | (20,0\(_{(29)}\)) | 0.1996 | 0.6248 | 0.9529 | 0.1995 | 0.1995 | 0.1995 | 0.1785 | 0.0029 | 0.9420 |
(0\(_{(19)},20,\)0\(_{(10)}\)) | 0.1927 | 0.5973 | 0.9698 | 0.1931 | 0.1931 | 0.1931 | 0.1832 | 0.0027 | 0.9677 | ||
(0\(_{(29)},20)\) | 0.2358 | 0.6338 | 0.9433 | 0.2359 | 0.2359 | 0.2359 | 0.2148 | 0.0027 | 0.9668 | ||
(30,20) | 30 | (20,0\(_{(29)}\)) | 0.1804 | 0.4823 | 0.9616 | 0.1804 | 0.1804 | 0.1804 | 0.1503 | 0.0022 | 0.93516 |
(0\(_{(19)},20,\)0\(_{(10)}\)) | 0.1468 | 0.4403 | 0.9563 | 0.147 | 0.147 | 0.147 | 0.132 | 0.0022 | 0.9683 | ||
(0\(_{(29)},20)\) | 0.1193 | 0.4259 | 0.9520 | 0.1193 | 0.1193 | 0.1193 | 0.1134 | 0.0021 | 0.9364 | ||
(30,20) | 40 | (10,0\(_{(39)})\) | 0.2047 | 0.4454 | 0.9380 | 0.2046 | 0.2046 | 0.2046 | 0.1948 | 0.002 | 0.9269 |
(0\(_{(19)},10,0_{(20)}\)) | 0.1837 | 0.4154 | 0.9269 | 0.1835 | 0.1835 | 0.1835 | 0.1354 | 0.0018 | 0.9593 | ||
(0\(_{(39)},10\)) | 0.1694 | 0.3984 | 0.9650 | 0.1694 | 0.1694 | 0.1694 | 0.1253 | 0.0019 | 0.9354 | ||