. Author manuscript; available in PMC: 2021 Feb 23.

Published in final edited form as: J Am Stat Assoc. 2019 Dec 12;115(532):1574–1597. doi: 10.1080/01621459.2019.1686391

Table 4.

Out-of-sample prediction accuracy in Part 3 of Simulation 2 with n=500.

	BSOI-Full	BSOI-IN	BSOI-NN	STGP	TV
Mechanism 1 of Simulation 1
Mean	0.843	0.833	0.839	0.822	0.832
Median	0.844	0.832	0.840	0.823	0.834
SD	0.018	0.022	0.019	0.025	0.021
Remove imaging covariate, X(·)
Mean	0.626	0.619	0.624
Median	0.624	0.620	0.624
SD	0.042	0.044	0.042
Remove one covariate,Z₁
Mean	0.811	0.799	0.809	0.794	0.798
Median	0.812	0.800	0.808	0.797	0.796
SD	0.021	0.026	0.021	0.028	0.023