Table 1.

Assumptions used to generate artificial datasets used in the comparison of methods

Scenario	Number of variables	Pairwise correlations	Number of signals	HR signals	Baseline hazard function
1	20	0.2
2	20	0.5
3	20	0.8
4	100	0.2
5	100	0.5	5	1.1, 0.78, 1.48, 0.58, 2	Weibull(30,4)
6	100	0.8
7	1000	0.2
8	1000	0.5
9	1000	0.8