Design
A total of 84 conditions, with 2000 replications in each.
- n=400, 800, 2000
- Five-factor model with dim=15,30, 60, 100
- distributions: normal, vm1, pl1, ig1, vm2, pl2, ig2
Normal data
dim=15
| std_rls |
3 |
0.2738613 |
0.2666667 |
100 |
| peba6_ug |
3 |
0.3227486 |
0.3166667 |
100 |
| peba4_ug |
3 |
0.3391165 |
0.3333333 |
100 |
| pols2_ug |
3 |
0.3391165 |
0.3333333 |
100 |
| sb_rls |
3 |
0.3947573 |
0.3833333 |
100 |
| peba2_ug |
3 |
0.4406435 |
0.4166667 |
100 |
| peba4 |
3 |
0.5212165 |
0.4666667 |
100 |
| sb_ug |
3 |
0.5212165 |
0.4666667 |
100 |
| peba6 |
3 |
0.5267827 |
0.4833333 |
100 |
| pols2 |
3 |
0.5267827 |
0.4833333 |
100 |
dim=30
| sb_ug_rls |
3 |
0.4358899 |
0.3666667 |
100 |
| peba2_rls |
3 |
0.5809475 |
0.3833333 |
100 |
| std_rls |
3 |
0.7193747 |
0.6166667 |
100 |
| sb_rls |
3 |
0.7794229 |
0.6500000 |
100 |
| pols2_rls |
3 |
0.9721111 |
0.7666667 |
100 |
| peba4_rls |
3 |
0.9836158 |
0.7833333 |
100 |
| peba6_rls |
3 |
1.0218447 |
0.8166667 |
100 |
| peba2_ug_rls |
3 |
1.1528949 |
0.9500000 |
100 |
| peba4_ug_rls |
3 |
1.3677841 |
1.2166667 |
100 |
| pols2_ug_rls |
3 |
1.3723459 |
1.2333333 |
100 |
dim=60
| std_rls |
3 |
0.6770032 |
0.5666667 |
100.00000 |
| sb_ug_rls |
3 |
0.8981462 |
0.8666667 |
100.00000 |
| sb_rls |
3 |
1.1184066 |
0.9166667 |
100.00000 |
| peba2_rls |
3 |
1.4913640 |
1.3833333 |
100.00000 |
| peba2_ug_rls |
3 |
2.2386752 |
2.2333333 |
100.00000 |
| peba4_rls |
3 |
2.6043233 |
2.5833333 |
33.33333 |
| peba6_rls |
3 |
2.9281678 |
2.8833333 |
33.33333 |
| pols2_rls |
3 |
2.9487285 |
2.8666667 |
33.33333 |
| ss |
3 |
3.0357591 |
3.0166667 |
0.00000 |
| peba4_ug_rls |
3 |
3.1158198 |
3.0666667 |
33.33333 |
dim=100
| std_rls |
3 |
0.5787918 |
0.5333333 |
100.00000 |
| peba2_rls |
3 |
0.6976150 |
0.6000000 |
100.00000 |
| sb_ug_rls |
3 |
1.1273124 |
0.8833333 |
100.00000 |
| sb_rls |
3 |
1.7019597 |
1.5666667 |
66.66667 |
| peba2_ug_rls |
3 |
2.2907422 |
2.2500000 |
66.66667 |
| peba4_rls |
3 |
2.8109903 |
2.8000000 |
0.00000 |
| peba6_rls |
3 |
3.5677958 |
3.5500000 |
0.00000 |
| peba4_ug_rls |
3 |
3.6378794 |
3.6166667 |
0.00000 |
| ss_ug |
3 |
4.0851357 |
4.0666667 |
0.00000 |
| peba6_ug_rls |
3 |
4.1269440 |
4.1000000 |
0.00000 |
Overall normal data
| std_rls |
12 |
0.5886071 |
0.4958333 |
100.00000 |
| sb_ug_rls |
12 |
0.8243684 |
0.6750000 |
100.00000 |
| peba2_rls |
12 |
0.9278110 |
0.7333333 |
100.00000 |
| sb_rls |
12 |
1.1080200 |
0.8791667 |
91.66667 |
| peba2_ug_rls |
12 |
1.7544586 |
1.5208333 |
91.66667 |
| peba4_rls |
12 |
2.0063960 |
1.6875000 |
58.33333 |
| peba6_rls |
12 |
2.3887758 |
1.9583333 |
58.33333 |
| peba4_ug_rls |
12 |
2.5290809 |
2.1416667 |
58.33333 |
| pols2_rls |
12 |
2.7224376 |
2.1416667 |
58.33333 |
| peba6_ug_rls |
12 |
2.7780764 |
2.3291667 |
58.33333 |
Non-normal data
dim=15
| pols2 |
18 |
0.3921097 |
0.3361111 |
100 |
| peba2_ug |
18 |
0.3980857 |
0.3250000 |
100 |
| peba4 |
18 |
0.4387482 |
0.3611111 |
100 |
| peba6 |
18 |
0.5358016 |
0.3916667 |
100 |
| pols2_ug |
18 |
0.5433947 |
0.4166667 |
100 |
| sb_ug_rls |
18 |
0.5571505 |
0.4861111 |
100 |
| peba4_ug |
18 |
0.5899623 |
0.4388889 |
100 |
| sb_rls |
18 |
0.6106690 |
0.4750000 |
100 |
| peba2_rls |
18 |
0.6145233 |
0.4861111 |
100 |
| peba2 |
18 |
0.6482883 |
0.4888889 |
100 |
dim=30
| peba6_ug |
18 |
1.007472 |
0.8111111 |
94.44444 |
| pols2_rls |
18 |
1.121445 |
0.9027778 |
100.00000 |
| peba4_rls |
18 |
1.129098 |
0.9194444 |
94.44444 |
| peba6_rls |
18 |
1.256262 |
0.9472222 |
94.44444 |
| peba4_ug_rls |
18 |
1.370422 |
1.0666667 |
88.88889 |
| pols2_ug_rls |
18 |
1.394334 |
1.1388889 |
94.44444 |
| peba2_ug_rls |
18 |
1.469363 |
1.2750000 |
100.00000 |
| peba6_ug_rls |
18 |
1.633928 |
1.3111111 |
83.33333 |
| pols2_ug |
18 |
1.721514 |
1.3944444 |
88.88889 |
| peba6 |
18 |
1.831287 |
1.4666667 |
83.33333 |
dim=60
| peba4_ug_rls |
18 |
2.003747 |
1.627778 |
72.22222 |
| peba6_rls |
18 |
2.049593 |
1.744444 |
66.66667 |
| peba4_rls |
18 |
2.210612 |
1.769444 |
83.33333 |
| peba6_ug_rls |
18 |
2.548338 |
2.280556 |
61.11111 |
| peba2_ug_rls |
18 |
2.691963 |
2.100000 |
77.77778 |
| pols2_rls |
18 |
2.751792 |
2.475000 |
50.00000 |
| pols2_ug_rls |
18 |
3.247542 |
2.997222 |
27.77778 |
| peba2_rls |
18 |
4.559940 |
3.022222 |
66.66667 |
| sb_ug_rls |
18 |
4.585060 |
3.288889 |
50.00000 |
| ss |
18 |
4.832112 |
4.825000 |
0.00000 |
dim=100
| peba6_ug_rls |
18 |
3.334208 |
3.105556 |
33.33333 |
| peba4_ug_rls |
18 |
3.964565 |
3.150000 |
38.88889 |
| pols2_rls |
18 |
4.494472 |
4.466667 |
0.00000 |
| peba6_rls |
18 |
4.566439 |
3.469444 |
44.44444 |
| pols2_ug_rls |
18 |
4.652553 |
4.641667 |
0.00000 |
| ss |
18 |
4.948218 |
4.947222 |
0.00000 |
| ss_ug |
18 |
4.988960 |
4.988889 |
0.00000 |
| ss_rls |
18 |
5.000000 |
5.000000 |
0.00000 |
| ss_ug_rls |
18 |
5.000000 |
5.000000 |
0.00000 |
| peba2_ug_rls |
18 |
6.345712 |
3.938889 |
61.11111 |
Overall non-normal data
| peba6_ug_rls |
72 |
2.361717 |
1.977778 |
66.666667 |
| peba4_ug_rls |
72 |
2.412986 |
1.729167 |
73.611111 |
| peba6_rls |
72 |
2.643631 |
1.774306 |
75.000000 |
| pols2_rls |
72 |
2.734902 |
2.150694 |
62.500000 |
| pols2_ug_rls |
72 |
2.989147 |
2.455556 |
54.166667 |
| peba2_ug_rls |
72 |
3.549227 |
1.998611 |
84.722222 |
| peba4_rls |
72 |
3.592223 |
1.856250 |
86.111111 |
| ss |
72 |
4.325257 |
4.181944 |
11.111111 |
| ss_ug |
72 |
4.377543 |
4.242361 |
9.722222 |
| ss_rls |
72 |
4.468311 |
4.350694 |
8.333333 |
By sample size
n=400
| peba6_ug_rls |
28 |
3.008084 |
2.714286 |
50.000000 |
| pols2_rls |
28 |
3.054110 |
2.580357 |
53.571429 |
| peba4_ug_rls |
28 |
3.320459 |
2.594643 |
57.142857 |
| pols2_ug_rls |
28 |
3.454345 |
3.110714 |
42.857143 |
| peba6_rls |
28 |
3.692923 |
2.553571 |
64.285714 |
| ss_ug |
28 |
4.527702 |
4.444643 |
3.571429 |
| ss_rls |
28 |
4.699611 |
4.655357 |
3.571429 |
| ss_ug_rls |
28 |
4.744179 |
4.712500 |
0.000000 |
| peba2_ug_rls |
28 |
4.824297 |
2.812500 |
78.571429 |
| ss |
28 |
4.983777 |
4.603571 |
7.142857 |
n=800
| peba6_rls |
28 |
2.088211 |
1.662500 |
67.85714 |
| peba4_ug_rls |
28 |
2.128883 |
1.685714 |
71.42857 |
| peba6_ug_rls |
28 |
2.350988 |
1.996429 |
64.28571 |
| peba4_rls |
28 |
2.372141 |
1.619643 |
85.71429 |
| pols2_rls |
28 |
2.812377 |
2.228571 |
57.14286 |
| peba2_ug_rls |
28 |
2.877871 |
1.828571 |
85.71429 |
| pols2_ug_rls |
28 |
3.020850 |
2.489286 |
50.00000 |
| ss |
28 |
4.177833 |
3.975000 |
17.85714 |
| peba2_rls |
28 |
4.210436 |
2.283929 |
71.42857 |
| ss_ug |
28 |
4.252510 |
4.073214 |
17.85714 |
n=2000
| peba4_rls |
28 |
1.285461 |
0.9732143 |
92.85714 |
| peba2_ug_rls |
28 |
1.468174 |
1.1500000 |
92.85714 |
| peba4_ug_rls |
28 |
1.468266 |
1.0839286 |
85.71429 |
| peba6_rls |
28 |
1.555118 |
1.1857143 |
85.71429 |
| peba6_ug_rls |
28 |
1.753440 |
1.3732143 |
82.14286 |
| peba2_rls |
28 |
1.765467 |
1.2196429 |
92.85714 |
| pols2_ug |
28 |
1.906029 |
1.3017857 |
85.71429 |
| peba6_ug |
28 |
2.090113 |
1.2464286 |
85.71429 |
| pols2 |
28 |
2.101105 |
1.3678571 |
85.71429 |
| pols2_rls |
28 |
2.274392 |
1.6392857 |
75.00000 |
By distribution
normal
| std_rls |
12 |
0.5886071 |
0.4958333 |
100.00000 |
| sb_ug_rls |
12 |
0.8243684 |
0.6750000 |
100.00000 |
| peba2_rls |
12 |
0.9278110 |
0.7333333 |
100.00000 |
| sb_rls |
12 |
1.1080200 |
0.8791667 |
91.66667 |
| peba2_ug_rls |
12 |
1.7544586 |
1.5208333 |
91.66667 |
| peba4_rls |
12 |
2.0063960 |
1.6875000 |
58.33333 |
| peba6_rls |
12 |
2.3887758 |
1.9583333 |
58.33333 |
| peba4_ug_rls |
12 |
2.5290809 |
2.1416667 |
58.33333 |
| pols2_rls |
12 |
2.7224376 |
2.1416667 |
58.33333 |
| peba6_ug_rls |
12 |
2.7780764 |
2.3291667 |
58.33333 |
vm1
| peba2_ug_rls |
12 |
0.8856495 |
0.7708333 |
100.00000 |
| sb_ug_rls |
12 |
1.1344970 |
0.9333333 |
100.00000 |
| peba4_rls |
12 |
1.3664888 |
1.2041667 |
100.00000 |
| peba2_rls |
12 |
1.8383643 |
1.1666667 |
91.66667 |
| peba6_rls |
12 |
2.0937904 |
1.8875000 |
66.66667 |
| peba4_ug_rls |
12 |
2.1092060 |
1.9416667 |
66.66667 |
| peba6_ug_rls |
12 |
2.7485602 |
2.4416667 |
50.00000 |
| pols2_rls |
12 |
2.8870400 |
2.3250000 |
58.33333 |
| pols2_ug_rls |
12 |
3.0771334 |
2.6083333 |
58.33333 |
| sb_rls |
12 |
3.6573271 |
2.4791667 |
66.66667 |
vm2
| peba6_ug_rls |
12 |
2.046593 |
1.495833 |
83.333333 |
| pols2_rls |
12 |
2.213500 |
1.758333 |
75.000000 |
| pols2_ug_rls |
12 |
2.623849 |
2.166667 |
58.333333 |
| peba4_ug_rls |
12 |
3.701604 |
2.079167 |
83.333333 |
| peba6_rls |
12 |
4.196700 |
2.195833 |
83.333333 |
| ss |
12 |
4.578460 |
4.495833 |
8.333333 |
| ss_ug |
12 |
4.609998 |
4.533333 |
8.333333 |
| ss_rls |
12 |
4.630582 |
4.562500 |
8.333333 |
| ss_ug_rls |
12 |
4.642220 |
4.579167 |
8.333333 |
| peba4_rls |
12 |
6.836133 |
3.645833 |
75.000000 |
pl1
| sb_ug_rls |
12 |
0.9484637 |
0.8166667 |
100.00000 |
| peba2_ug_rls |
12 |
1.1137399 |
0.8666667 |
100.00000 |
| peba2_rls |
12 |
1.5092769 |
0.8583333 |
91.66667 |
| peba4_rls |
12 |
1.6093477 |
1.3000000 |
91.66667 |
| peba6_rls |
12 |
2.3211438 |
1.9375000 |
58.33333 |
| peba4_ug_rls |
12 |
2.3529680 |
2.0208333 |
50.00000 |
| peba6_ug_rls |
12 |
2.7865750 |
2.3916667 |
50.00000 |
| pols2_rls |
12 |
2.9887288 |
2.3250000 |
58.33333 |
| pols2_ug_rls |
12 |
3.1798519 |
2.5958333 |
50.00000 |
| sb_rls |
12 |
3.1842058 |
2.1250000 |
66.66667 |
pl2
| peba6_ug_rls |
12 |
1.614388 |
1.491667 |
91.66667 |
| peba4_ug_rls |
12 |
2.011788 |
1.312500 |
83.33333 |
| pols2_rls |
12 |
2.624246 |
2.108333 |
58.33333 |
| peba6_rls |
12 |
2.739944 |
1.687500 |
83.33333 |
| pols2_ug_rls |
12 |
2.993082 |
2.520833 |
41.66667 |
| peba2_ug_rls |
12 |
4.520440 |
3.104167 |
58.33333 |
| ss |
12 |
4.625496 |
4.570833 |
0.00000 |
| peba4_rls |
12 |
4.646101 |
2.458333 |
75.00000 |
| ss_ug |
12 |
4.647894 |
4.600000 |
0.00000 |
| ss_rls |
12 |
4.672682 |
4.629167 |
0.00000 |
ig1
| sb_ug_rls |
12 |
0.5762667 |
0.5083333 |
100.00000 |
| peba2_rls |
12 |
0.7558108 |
0.6333333 |
100.00000 |
| peba2_ug_rls |
12 |
1.3496913 |
1.1333333 |
91.66667 |
| peba4_rls |
12 |
1.7949002 |
1.5250000 |
83.33333 |
| sb_rls |
12 |
2.0474069 |
1.5708333 |
75.00000 |
| peba6_rls |
12 |
2.4079296 |
2.0208333 |
58.33333 |
| peba4_ug_rls |
12 |
2.4878873 |
2.1416667 |
58.33333 |
| peba6_ug_rls |
12 |
2.8974486 |
2.5208333 |
41.66667 |
| pols2_rls |
12 |
2.9808765 |
2.3375000 |
58.33333 |
| pols2_ug_rls |
12 |
3.1795571 |
2.6333333 |
58.33333 |
ig2
| peba4_ug_rls |
12 |
1.005506 |
0.8791667 |
100.00000 |
| peba6_rls |
12 |
1.115049 |
0.9166667 |
100.00000 |
| peba4_rls |
12 |
1.194344 |
1.0041667 |
91.66667 |
| peba2_ug_rls |
12 |
1.654728 |
1.5541667 |
100.00000 |
| peba6_ug_rls |
12 |
1.719496 |
1.5250000 |
83.33333 |
| pols2_rls |
12 |
2.634151 |
2.0500000 |
66.66667 |
| pols2_ug_rls |
12 |
2.842021 |
2.2083333 |
58.33333 |
| sb_ug_rls |
12 |
3.662735 |
3.2125000 |
25.00000 |
| peba2_rls |
12 |
3.773592 |
2.9583333 |
50.00000 |
| ss |
12 |
4.457952 |
4.4000000 |
0.00000 |
OVERALL
By RMSE
| peba6_ug_rls |
84 |
2.425577 |
2.027976 |
65.476191 |
| peba4_ug_rls |
84 |
2.429910 |
1.788095 |
71.428571 |
| peba6_rls |
84 |
2.608748 |
1.800595 |
72.619048 |
| pols2_rls |
84 |
2.733125 |
2.149405 |
61.904762 |
| pols2_ug_rls |
84 |
2.986637 |
2.453571 |
54.761905 |
| peba2_ug_rls |
84 |
3.352189 |
1.930357 |
85.714286 |
| peba4_rls |
84 |
3.411116 |
1.832143 |
82.142857 |
| ss_ug |
84 |
4.205938 |
4.006548 |
14.285714 |
| ss |
84 |
4.332054 |
4.000595 |
16.666667 |
| ss_rls |
84 |
4.377860 |
4.213095 |
11.904762 |
| ss_ug_rls |
84 |
4.417383 |
4.269048 |
9.523810 |
| sb_ug_rls |
84 |
4.815396 |
2.614286 |
67.857143 |
| peba2_rls |
84 |
5.575571 |
2.660119 |
75.000000 |
| sb_rls |
84 |
7.485981 |
4.204167 |
53.571429 |
| pols2_ug |
84 |
19.418397 |
7.517262 |
65.476191 |
| pols2 |
84 |
22.475817 |
9.345833 |
58.333333 |
| peba6_ug |
84 |
27.637414 |
12.186310 |
64.285714 |
| peba6 |
84 |
29.495759 |
13.968452 |
54.761905 |
| peba4_ug |
84 |
29.735216 |
14.285714 |
53.571429 |
| peba4 |
84 |
31.701241 |
16.191071 |
47.619048 |
| peba2_ug |
84 |
32.782694 |
17.713095 |
41.666667 |
| sb_ug |
84 |
35.059250 |
20.619643 |
32.142857 |
| peba2 |
84 |
35.125002 |
19.936310 |
36.904762 |
| sb |
84 |
37.450730 |
22.932738 |
28.571429 |
| std_rls |
84 |
62.710965 |
49.160714 |
16.666667 |
| std_ml |
84 |
69.020651 |
57.887500 |
7.142857 |
By MAD
| peba4_ug_rls |
84 |
2.429910 |
1.788095 |
71.428571 |
| peba6_rls |
84 |
2.608748 |
1.800595 |
72.619048 |
| peba4_rls |
84 |
3.411116 |
1.832143 |
82.142857 |
| peba2_ug_rls |
84 |
3.352189 |
1.930357 |
85.714286 |
| peba6_ug_rls |
84 |
2.425577 |
2.027976 |
65.476191 |
| pols2_rls |
84 |
2.733125 |
2.149405 |
61.904762 |
| pols2_ug_rls |
84 |
2.986637 |
2.453571 |
54.761905 |
| sb_ug_rls |
84 |
4.815396 |
2.614286 |
67.857143 |
| peba2_rls |
84 |
5.575571 |
2.660119 |
75.000000 |
| ss |
84 |
4.332054 |
4.000595 |
16.666667 |
| ss_ug |
84 |
4.205938 |
4.006548 |
14.285714 |
| sb_rls |
84 |
7.485981 |
4.204167 |
53.571429 |
| ss_rls |
84 |
4.377860 |
4.213095 |
11.904762 |
| ss_ug_rls |
84 |
4.417383 |
4.269048 |
9.523810 |
| pols2_ug |
84 |
19.418397 |
7.517262 |
65.476191 |
| pols2 |
84 |
22.475817 |
9.345833 |
58.333333 |
| peba6_ug |
84 |
27.637414 |
12.186310 |
64.285714 |
| peba6 |
84 |
29.495759 |
13.968452 |
54.761905 |
| peba4_ug |
84 |
29.735216 |
14.285714 |
53.571429 |
| peba4 |
84 |
31.701241 |
16.191071 |
47.619048 |
| peba2_ug |
84 |
32.782694 |
17.713095 |
41.666667 |
| peba2 |
84 |
35.125002 |
19.936310 |
36.904762 |
| sb_ug |
84 |
35.059250 |
20.619643 |
32.142857 |
| sb |
84 |
37.450730 |
22.932738 |
28.571429 |
| std_rls |
84 |
62.710965 |
49.160714 |
16.666667 |
| std_ml |
84 |
69.020651 |
57.887500 |
7.142857 |
By ARR
| peba2_ug_rls |
84 |
3.352189 |
1.930357 |
85.714286 |
| peba4_rls |
84 |
3.411116 |
1.832143 |
82.142857 |
| peba2_rls |
84 |
5.575571 |
2.660119 |
75.000000 |
| peba6_rls |
84 |
2.608748 |
1.800595 |
72.619048 |
| peba4_ug_rls |
84 |
2.429910 |
1.788095 |
71.428571 |
| sb_ug_rls |
84 |
4.815396 |
2.614286 |
67.857143 |
| peba6_ug_rls |
84 |
2.425577 |
2.027976 |
65.476191 |
| pols2_ug |
84 |
19.418397 |
7.517262 |
65.476191 |
| peba6_ug |
84 |
27.637414 |
12.186310 |
64.285714 |
| pols2_rls |
84 |
2.733125 |
2.149405 |
61.904762 |
| pols2 |
84 |
22.475817 |
9.345833 |
58.333333 |
| peba6 |
84 |
29.495759 |
13.968452 |
54.761905 |
| pols2_ug_rls |
84 |
2.986637 |
2.453571 |
54.761905 |
| peba4_ug |
84 |
29.735216 |
14.285714 |
53.571429 |
| sb_rls |
84 |
7.485981 |
4.204167 |
53.571429 |
| peba4 |
84 |
31.701241 |
16.191071 |
47.619048 |
| peba2_ug |
84 |
32.782694 |
17.713095 |
41.666667 |
| peba2 |
84 |
35.125002 |
19.936310 |
36.904762 |
| sb_ug |
84 |
35.059250 |
20.619643 |
32.142857 |
| sb |
84 |
37.450730 |
22.932738 |
28.571429 |
| ss |
84 |
4.332054 |
4.000595 |
16.666667 |
| std_rls |
84 |
62.710965 |
49.160714 |
16.666667 |
| ss_ug |
84 |
4.205938 |
4.006548 |
14.285714 |
| ss_rls |
84 |
4.377860 |
4.213095 |
11.904762 |
| ss_ug_rls |
84 |
4.417383 |
4.269048 |
9.523810 |
| std_ml |
84 |
69.020651 |
57.887500 |
7.142857 |
postscript on Unbiased Gamma
overall
| FALSE |
1008 |
20.75135 |
8.602877 |
50.00000 |
| TRUE |
1008 |
19.19478 |
7.617659 |
52.18254 |
By sample size
| 400 |
FALSE |
336 |
31.848980 |
15.871429 |
36.60714 |
| 400 |
TRUE |
336 |
29.909665 |
14.129613 |
39.58333 |
| 800 |
FALSE |
336 |
16.126847 |
7.392411 |
48.21429 |
| 800 |
TRUE |
336 |
14.028223 |
6.383631 |
51.19048 |
| 2000 |
FALSE |
336 |
4.174122 |
2.544792 |
65.17857 |
| 2000 |
TRUE |
336 |
3.733624 |
2.339732 |
65.77381 |
By test
All tests, except ss, seem to benefit from ug?
| peba2 |
84 |
35.125002 |
19.936310 |
36.90476 |
| peba2_ug |
84 |
32.782694 |
17.713095 |
41.66667 |
| peba2_rls |
84 |
5.575571 |
2.660119 |
75.00000 |
| peba2_ug_rls |
84 |
3.352189 |
1.930357 |
85.71429 |
| peba4 |
84 |
31.701241 |
16.191071 |
47.61905 |
| peba4_ug |
84 |
29.735216 |
14.285714 |
53.57143 |
| peba4_rls |
84 |
3.411116 |
1.832143 |
82.14286 |
| peba4_ug_rls |
84 |
2.429910 |
1.788095 |
71.42857 |
| peba6 |
84 |
29.495759 |
13.968452 |
54.76190 |
| peba6_ug |
84 |
27.637414 |
12.186310 |
64.28571 |
| peba6_rls |
84 |
2.608748 |
1.800595 |
72.61905 |
| peba6_ug_rls |
84 |
2.425577 |
2.027976 |
65.47619 |
| pols2 |
84 |
22.475817 |
9.345833 |
58.33333 |
| pols2_ug |
84 |
19.418397 |
7.517262 |
65.47619 |
| pols2_rls |
84 |
2.733125 |
2.149405 |
61.90476 |
| pols2_ug_rls |
84 |
2.986637 |
2.453571 |
54.76190 |
| sb |
84 |
37.450730 |
22.932738 |
28.57143 |
| sb_ug |
84 |
35.059250 |
20.619643 |
32.14286 |
| sb_rls |
84 |
7.485981 |
4.204167 |
53.57143 |
| sb_ug_rls |
84 |
4.815396 |
2.614286 |
67.85714 |
| ss |
84 |
4.332054 |
4.000595 |
16.66667 |
| ss_ug |
84 |
4.205938 |
4.006548 |
14.28571 |
| ss_rls |
84 |
4.377860 |
4.213095 |
11.90476 |
| ss_ug_rls |
84 |
4.417383 |
4.269048 |
9.52381 |