Table 2.

Type I error rate and statistical power of our method in the main simulation study

		OLS				SVM
0.0	0.0	0.005	0.003	0.037	0.000	0.017
0.1	0.0	0.006	0.188	0.335	0.448	0.518
0.2	0.0	0.091	0.301	0.976	0.972	1.000
0.3	0.0	0.440	0.774	0.998	1.000	1.000
0.4	0.0	0.593	0.999	0.999	1.000	1.000
0.5	0.0	0.820	1.000	1.000	1.000	1.000
0.0	0.1	0.001	0.058	0.002	0.000	0.032
0.1	0.1	0.000	0.018	0.557	0.421	0.542
0.2	0.1	0.092	0.636	0.800	0.719	1.000
0.3	0.1	0.362	0.589	0.988	0.986	1.000
0.4	0.1	0.503	0.994	0.998	1.000	1.000
0.5	0.1	0.856	0.908	1.000	0.999	0.990
0.0	0.2	0.073	0.000	0.013	0.000	0.018
0.1	0.2	0.012	0.073	0.469	0.886	0.546
0.2	0.2	0.202	0.669	0.763	0.982	1.000
0.3	0.2	0.373	0.793	0.833	0.997	1.000
0.4	0.2	0.618	0.990	0.995	1.000	0.986
0.5	0.2	0.731	0.943	0.935	0.992	0.841
0.0	0.3	0.050	0.000	0.071	0.007	0.036
0.1	0.3	0.004	0.179	0.702	0.575	0.487
0.2	0.3	0.157	0.311	0.586	0.816	1.000
0.3	0.3	0.306	0.816	0.999	0.961	0.997
0.4	0.3	0.373	0.855	0.979	0.998	0.909
0.5	0.3	0.309	0.879	0.914	0.975	0.510
0.0	0.4	0.000	0.004	0.001	0.037	0.048
0.1	0.4	0.008	0.052	0.323	0.475	0.456
0.2	0.4	0.277	0.320	0.688	0.933	1.000
0.3	0.4	0.446	0.615	0.896	0.939	0.993
0.4	0.4	0.401	0.726	0.882	0.863	0.725
0.5	0.4	0.475	0.575	0.838	0.792	0.370
0.0	0.5	0.058	0.057	0.040	0.001	0.037
0.1	0.5	0.003	0.018	0.144	0.343	0.504
0.2	0.5	0.255	0.429	0.648	0.740	0.997
0.3	0.5	0.240	0.501	0.931	0.930	0.966
0.4	0.5	0.243	0.486	0.704	0.879	0.668
0.5	0.5	0.590	0.347	0.840	0.856	0.432