Table 5.

Simulation Results: Average True Positive and False Positive coefficients for uncorrelated models. “Dir. lasso” is the directed lasso.

		Dir. lasso	SHIM	Lasso	Res. lasso	Full
n=100, cor=0
Model 1	TP	1.00	1.00	1.00	1.00	1.00
Model 2	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.25	0.55	0.71	0.98	1.00
Model 3	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.98	0.54	0.59	0.99	1.00
Model 4	TP	0.84	0.48	0.83	0.49	1.00
	FP	0.55	0.16	0.55	0.98	1.00
Model 5	FP	0.36	0.04	0.38	0.73	1.00
Model 6	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.27	0.68	0.71	0.99	1.00
Model 7	TP	0.86	0.30	0.86	0.85	1.00
	FP	0.65	0.15	0.67	0.97	1.00
Model 8	TP	1.00	1.00	1.00	0.99	1.00
	FP	0.84	0.01	0.54	0.95	1.00
n=75, cor=0
Model 1	TP	1.00	1.00	1.00	1.00	1.00
Model 2	TP	0.99	1.00	1.00	1.00	1.00
	FP	0.27	0.54	0.71	0.88	1.00
Model 3	TP	1.00	0.99	1.00	0.99	1.00
	FP	0.64	0.41	0.56	0.90	1.00
n=500, cor=0
Model 1	TP	1.00	1.00	1.00	1.00	1.00
Model 2	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.09	0.51	0.72	0.90	1.00
Model 3	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.24	0.51	0.58	0.87	0.99
Model 8	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.83	0.00	0.49	0.91	0.99
n=500, cor=0.3
Model 1	TP	1.00	1.00	1.00	1.00	1.00
Model 2	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.20	0.53	0.59	0.90	0.99
Model 3	TP	1.00	1.00	1.00	1.00	1.00
	FP	0.38	0.50	0.44	0.83	0.99