Table 5.

Results on grouping effects based on interval-censored data

Method	MMSE (SD)	TP	FP	G
ρ = 0.8
BAR	0.061 (0.075)	3.938	0.164	0.940
LASSO	0.162 (0.121)	3.998	1.282	0.695
ALASSO	0.108 (0.126)	3.940	0.598	0.833
MCP	0.081 (0.107)	3.830	0.530	0.811
SCAD	0.068 (0.115)	3.872	0.770	0.773
SELO	0.079 (0.096)	3.894	0.508	0.833
SICA	0.079 (0.102)	3.854	0.460	0.837
Oracle	0.048 (0.063)	4	0	1
ρ = 0.9
BAR	0.063 (0.083)	3.804	0.276	0.882
LASSO	0.093 (0.088)	3.990	2.342	0.526
ALASSO	0.100 (0.118)	3.744	0.634	0.780
MCP	0.104 (0.106)	3.388	0.686	0.680
SCAD	0.090 (0.100)	3.536	0.744	0.703
SELO	0.106 (0.104)	3.298	0.480	0.721
SICA	0.106 (0.099)	3.424	0.636	0.708
Oracle	0.043 (0.069)	4	0	1
ρ = 0.95
BAR	0.067 (0.084)	3.516	0.412	0.784
LASSO	0.083 (0.081)	3.938	2.074	0.533
ALASSO	0.092 (0.098)	3.442	0.878	0.659
MCP	0.108 (0.093)	2.986	1.018	0.535
SCAD	0.107 (0.090)	3.070	1.086	0.534
SELO	0.109 (0.094)	2.988	0.944	0.557
SICA	0.111 (0.092)	2.902	0.802	0.572
Oracle	0.042 (0.069)	4	0	1