Table 6.

Simulation results for the multivariate failure time data. Sample size is 100. Censoring level is 50%

	θ	Method	MRME	C	IC
Multiple events	0	Lasso(AIC)	2.36(1.58)	6(0)	5.83(1.86)
		Lasso(BIC)	2.79(1.65)	6(0)	3.92(1.74)
		Lasso(GCV)	2.43(1.61)	6(0)	5.29(2.08)
		ALasso(AIC)	1.77(1.38)	6(0)	2.67(1.83)
		ALasso(BIC)	1.41(0.67)	6(0)	0.64(0.89)
		ALasso(GCV)	1.68(1.18)	6(0)	2.45(1.82)
	1	Lasso(AIC)	2.42(1.78)	6(0)	5.63(1.86)
		Lasso(BIC)	2.69(1.95)	6(0)	3.89(1.75)
		Lasso(GCV)	2.44(1.79)	6(0)	5.32(2.02)
		ALasso(AIC)	1.81(1.44)	6(0)	2.68(1.80)
		ALasso(BIC)	1.41(0.70)	6(0)	0.68(0.89)
		ALasso(GCV)	1.74(1.55)	6(0)	2.46(1.90)
Clustered data	0	Lasso(AIC)	2.23(2.42)	3(0)	2.57(1.36)
		Lasso(BIC)	2.56(2.53)	3(0)	1.55(1.17)
		Lasso(GCV)	2.36(2.32)	3(0)	1.79(1.30)
		ALasso(AIC)	1.28(1.45)	3(0)	0.94(1.27)
		ALasso(BIC)	1.04(0.86)	3(0)	0.21(0.40)
		ALasso(GCV)	1.08(1.10)	3(0)	0.54(0.84)
	1	Lasso(AIC)	2.33(2.02)	3(0)	2.40(1.32)
		Lasso(BIC)	2.70(3.70)	3(0)	1.24(1.10)
		Lasso(GCV)	2.54(2.46)	3(0)	1.68(1.14)
		ALasso(AIC)	1.12(1.36)	3(0)	0.72(0.96)
		ALasso(BIC)	1.00(0.53)	3(0)	0.11(0.25)
		ALasso(GCV)	1.03(0.80)	3(0)	0.32(0.78)
Recurrent events	0	Lasso(AIC)	2.63(2.29)	3(0)	2.42(1.39)
		Lasso(BIC)	2.76(2.48)	3(0)	1.58(1.04)
		Lasso(GCV)	2.64(2.32)	3(0)	1.61(1.06)
		ALasso(AIC)	1.74(1.68)	3(0)	1.04(1.09)
		ALasso(BIC)	1.38(1.02)	3(0)	0.29(0.56)
		ALasso(GCV)	1.42(1.10)	3(0)	0.43(0.76)
	1	Lasso(AIC)	2.36(2.54)	3(0)	2.76(1.34)
		Lasso(BIC)	2.80(3.90)	3(0)	1.26(1.08)
		Lasso(GCV)	2.50(2.76)	3(0)	1.78(1.36)
		ALasso(AIC)	1.48(1.60)	3(0)	1.16(1.26)
		ALasso(BIC)	1.26(0.86)	3(0)	0.18(0.42)
		ALasso(GCV)	1.32(1.26)	3(0)	0.50(0.69)