Simulation setting (3 treatments) | Combined ANOVA | Combined K-W | New1 | New2 | New3 | ||
---|---|---|---|---|---|---|---|
Distribution | Sample size | Parameters | |||||
Uniform U(a,b) | (20,20,20) | a = (0,0,0.25), b = (1,1,1) | 0.699 | 0.607 | 0.877 | 0.962 | 0.069 |
a = (0,0.1,0.1), b = (0.5,0.5,0.5) | 0.450 | 0.339 | 0.724 | 0.830 | 0.726 | ||
a = (0.6,0.6,0.5), b = (1,1,1) | 0.460 | 0.338 | 0.695 | 0.821 | 0.027 | ||
(15,20,25) | a = (0,0,0.25), b = (1,1,1) | 0.809 | 0.692 | 0.926 | 0.980 | 0.957 | |
a = (0,0.1,0.1), b = (0.5,0.5,0.5) | 0.433 | 0.319 | 0.618 | 0.758 | 0.218 | ||
a = (0.6,0.6,0.5), b = (1,1,1) | 0.482 | 0.380 | 0.754 | 0.854 | 0.860 | ||
Truncated Normal TN (μ, σ2) | (20,20,20) | μ = (0.1,0.1,0.2), σ = (1,1,1)/5 | 0.451 | 0.394 | 0.743 | 0.862 | 0.052 |
μ = (0.1,0.1,0.2), σ = (1,1.2,1.3)/5 | 0.773 | 0.642 | 0.962 | 0.954 | 0.200 | ||
μ = (0.5,0.5,0.4), σ = (1,1,1)/5 | 0.691 | 0.656 | 0.918 | 0.976 | 0.054 | ||
μ = (0.5,0.5,0.4), σ = (1,1.2,1.3)/5 | 0.402 | 0.374 | 0.696 | 0.820 | 0.032 | ||
(15,20,25) | μ = (0.1,0.1,0.2), σ = (1,1,1)/5 | 0.464 | 0.428 | 0.786 | 0.886 | 0.948 | |
μ = (0.1,0.1,0.2), σ = (1,1.2,1.3)/5 | 0.735 | 0.643 | 0.959 | 0.952 | 0.713 | ||
μ = (0.5,0.5,0.4), σ = (1,1,1)/5 | 0.775 | 0.738 | 0.949 | 0.981 | 0.827 | ||
μ = (0.5,0.5,0.4), σ = (1,1.2,1.3)/5 | 0.382 | 0.364 | 0.756 | 0.838 | 0.852 | ||
Beta (c,d) | (20,20,20) | c = (1,1,1), d = (30,40,50) | 0.596 | 0.442 | 0.889 | 0.723 | 0.432 |
c = (1,1.2,1.5), d = (40,40,40) | 0.490 | 0.609 | 0.962 | 0.920 | 0.329 | ||
c = (30,40,50), d = (1,1,1) | 0.578 | 0.450 | 0.899 | 0.745 | 0.420 | ||
c = (40,40,40), d = (1,1.2,1.5) | 0.488 | 0.620 | 0.972 | 0.924 | 0.369 | ||
(15,20,25) | c = (1,1,1), d = (30,40,50) | 0.608 | 0.405 | 0.861 | 0.727 | 0.998 | |
c = (1,1.2,1.5), d = (40,40,40) | 0.426 | 0.602 | 0.952 | 0.912 | 0.559 | ||
c = (30,40,50), d = (1,1,1) | 0.618 | 0.409 | 0.888 | 0.752 | 0.458 | ||
c = (40,40,40), d = (1,1.2,1.5) | 0.450 | 0.606 | 0.958 | 0.919 | 0.995 |