Table 4.

Difference in the expected log-pointwise predictive density (ELPPD) between the BVS-GCR model and independent single-response regression models. A positive difference indicates that the proposed model has better predictive performance (standard errors in brackets).

Type	Response	Difference in ELPPD
Gaussian	SARA	23.3 (6.4)
Gaussian	A-T NEST	23.0 (6.7)
Gaussian	Age Wheelchair	25.9 (7.1)
Gaussian	Alpha-Fetoprotein	19.4 (5.4)
Binary	Peripheral Neuropathy	4.1 (1.8)
Binary	Malignancy	0.1 (0.6)
Ordinal (3 categories)	Severity	17.1 (4.5)
Ordinal (4 categories)	Progression	35.6 (7.6)
Ordinal (3 categories)	Eye Movements	15.1 (2.7)