. Author manuscript; available in PMC: 2023 Apr 11.

Published in final edited form as: J Comput Graph Stat. 2020 Dec 10;30(3):578–593. doi: 10.1080/10618600.2020.1840997

Table 3.

Area under the ROC curves for the BVSGCR model and for independent single-response regression models in the simulated Scenario III and IV. Results are averaged over 20 replicates with standard errors in brackets. Within each response, the best performance is highlighted in bold.

Response	Regression model	Scenario III	Scenario IV
Response	Regression model	n = 50 & p_k = 30	n = 100 & p_k = 100
Gaussian	BVSGCR	0.82 (0.13)	0.86 (0.10)
Gaussian	Single-response	0.80 (0.13)	0.80 (0.12)
Negative Binomial	BVSGCR	0.70 (0.16)	0.76 (0.11)
Negative Binomial	Single-response	0.68 (0.15)	0.72 (0.11)
Negative Binomial	BVSGCR	0.72 (0.14)	0.76 (0.10)
Negative Binomial	Single-response	0.70 (0.15)	0.71 (0.13)
Binomial	BVSGCR	0.91 (0.10)	0.91 (0.07)
Binomial	Single-response	0.91 (0.09)	0.91 (0.06)