FIGURE 6.
Simulation study: The average values of LPML over 10 replications with p ∈ (5, 200) (top) with fixed m = 200 trees (top) for skewBART and multi-skewBART. The average values of LPML over 10 replications with m ∈ (10, 200) with fixed p = 5 (bottom). Smoothing splines (with corresponding 95% confidence bands) are added for each method to ease visualization.