Table 1:

Simulation study with binary response: frequencies of genes ranked in the top 20 out of 100 datasets

	X51	X52	X53	X54	X55	X56	X57
M0	40	32	32	39	64	75	67
M1	68	69	66	64	93	85	88
M2	68	71	74	76	93	90	92
M3	66	73	79	83	95	95	93
	X16	X19	X22	X27	X28	X32	X34
M0	24	29	35	33	28	27	33
M1	0	0	1	0	0	0	1
M2	0	0	1	1	0	0	0
M3	0	0	1	1	0	1	0

Genes X₅₁… X₅₇ are associated with response; Genes X₁₆, X₁₉, X₂₂, X₂₇, X₂₈, X₃₂ and X₃₄ are not associated with response but correlated with confounders.