Research Article

Characterization and Goodness-of-Fit Test of Pareto and Some Related Distributions Based on Near-Order Statistics

Table 2

Monte Carlo power estimates of the tests at 5 percent significant level with null distribution function Power (2,2).

Sample sizeTestsLG (2,8)LN (0,1)G (3,1)W (0.5,2)U

50.9999 (0.049)0.9578 (0.047)0.933 (0.047)0.997 (0.0476)0.975 (0.0487)
b = 2.10b = 2.21b = 2.13b = 2.32b = 2.13
0.9999 (0.05)0.9578 (0.05)0.933 (0.048)0.9969 (0.05)0.9751 (0.05)
b = 2.22b = 2.24b = 2.04b = 2.49b = 2.18
0.759 (0.05)0.916 (0.05)0.2352 (0.05)0.767 (0.05)0.414 (0.05)
0.4624 (0.05)0.8089 (0.05)0.1562 (0.05)0.5238 (0.05)0.365 (0.05)

71 (0.05)0.9682 (0.05)0.9589 (0.0499)0.9985 (0.05)0.9922 (0.05)
b = 2.24b = 2.26b = 2.08b = 2.23b = 2.08
1 (0.05)0.9682 (0.0499)0.9589 (0.0486)0.9985 (0.05)0.9922 (0.04
b = 2.43b = 2.39b = 2.28b = 2.47b = 2.39
0.8 (0.05)0.949 (0.05)0.2243 (0.05)0.809 (0.05)0.491 (0.05)
0.74 (0.05)0.932 (0.05)0.2049 (0.05)0.763 (0.05)0.471 (0.05)

101 (0.05)0.9879 (0.05)0.978 (0.05)0.9997 (0.05)0.9977 (0.05)
b = 2.38b = 2.11b = 2.14b = 2.11b = 2.15
1 (0.05)0.9879 (0.05)0.978 (0.05)0.9997 (0.05)0.9977 (0.05)
b = 2.57b = 2.57b = 2.56b = 2.94b = 2.55
0.9199 (0.05)0.9883 (0.05)0.283 (0.05)0.912 (0.05)0.647 (0.05)
0.9286 (0.05)0.9883 (0.05)0.285 (0.05)0.921 (0.05)0.675 (0.05)