Table 3 Open in new tab Simulation... | Oxford Academic

Table 3

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Simulation results based on general interval-censored data under the second covariate setting with formula ⁠, formula ⁠, and formula ⁠.


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.293	4	1.108	2	0.052
Group LASSO	4.598	3.992	6.632	1.996	2.222
Group ALASSO	3.287	4	6.902	2	2.338
Group MCP	2.004	4	2.078	2	0.416
Group SCAD	2.105	4	2.29	2	0.496
Group SELO	2.237	4	4.194	2	1.192
Group SICA	2.542	4	4.63	2	1.372


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.293	4	1.108	2	0.052
Group LASSO	4.598	3.992	6.632	1.996	2.222
Group ALASSO	3.287	4	6.902	2	2.338
Group MCP	2.004	4	2.078	2	0.416
Group SCAD	2.105	4	2.29	2	0.496
Group SELO	2.237	4	4.194	2	1.192
Group SICA	2.542	4	4.63	2	1.372


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.474	3.998	1.288	2	0.124
Group LASSO	3.504	4	7.276	2	2.478
Group ALASSO	2.108	4	2.074	2	0.386
Group MCP	2.247	4	2.456	2	0.56
Group SCAD	2.447	4	2.854	2	0.718
Group SELO	2.482	4	4.184	2	1.178
Group SICA	2.821	4	4.572	2	1.352


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.474	3.998	1.288	2	0.124
Group LASSO	3.504	4	7.276	2	2.478
Group ALASSO	2.108	4	2.074	2	0.386
Group MCP	2.247	4	2.456	2	0.56
Group SCAD	2.447	4	2.854	2	0.718
Group SELO	2.482	4	4.184	2	1.178
Group SICA	2.821	4	4.572	2	1.352

Table 3

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Simulation results based on general interval-censored data under the second covariate setting with formula ⁠, formula ⁠, and formula ⁠.


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.293	4	1.108	2	0.052
Group LASSO	4.598	3.992	6.632	1.996	2.222
Group ALASSO	3.287	4	6.902	2	2.338
Group MCP	2.004	4	2.078	2	0.416
Group SCAD	2.105	4	2.29	2	0.496
Group SELO	2.237	4	4.194	2	1.192
Group SICA	2.542	4	4.63	2	1.372


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.293	4	1.108	2	0.052
Group LASSO	4.598	3.992	6.632	1.996	2.222
Group ALASSO	3.287	4	6.902	2	2.338
Group MCP	2.004	4	2.078	2	0.416
Group SCAD	2.105	4	2.29	2	0.496
Group SELO	2.237	4	4.194	2	1.192
Group SICA	2.542	4	4.63	2	1.372


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.474	3.998	1.288	2	0.124
Group LASSO	3.504	4	7.276	2	2.478
Group ALASSO	2.108	4	2.074	2	0.386
Group MCP	2.247	4	2.456	2	0.56
Group SCAD	2.447	4	2.854	2	0.718
Group SELO	2.482	4	4.184	2	1.178
Group SICA	2.821	4	4.572	2	1.352


Penalty function	RMSE	TP individual	FP individual	TP group	FP group
Group BAR	1.474	3.998	1.288	2	0.124
Group LASSO	3.504	4	7.276	2	2.478
Group ALASSO	2.108	4	2.074	2	0.386
Group MCP	2.247	4	2.456	2	0.56
Group SCAD	2.447	4	2.854	2	0.718
Group SELO	2.482	4	4.184	2	1.178
Group SICA	2.821	4	4.572	2	1.352