Table 4.

Comparison of computational time (wall clock time) and parameter estimation for the MiniBooNE particle data set

MH Algorithm		Double Parallel(k = 10, κ = 20)		Consensus Monte Carlo
wall clock time 1,373 minutes		9.2 minutes		–
Top 10 significant variables
var13	−1.2140 (0.0158)	var13	−1.2273 (0.0153)	var13	−1.2349(0.0156)
var1	−1.3529 (0.0328)	var1	−1.3667 (0.0338)	var1	−1.3804(0.0325)
var16	3.3730 (0.0840)	var16	3.4174 (0.0861)	var16	3.3761(0.0818)
var4	−0.8788 (0.0254)	var4	−0.8825 (0.0234)	var32	1.0786(0.0290)
var32	1.0590 (0.0309)	var32	1.0733 (0.0329)	var4	−0.8960(0.0247)
var17	−2.1169 (0.0672)	var17	−2.1592(0.0709)	var17	−2.1685(0.0618)
var6	0.3825 (0.0139)	var6	0.3862 (0.0134)	var12	−0.7668(0.0281)
var12	−0.7503 (0.0278)	var12	−0.7624 (0.0281)	var6	0.3887(0.0145)
var34	−0.9239 (0.0355)	var34	−0.9335 (0.0344)	var34	−0.9568(0.0367)
var25	0.4004 (0.0206)	var25	0.4082 (0.0206)	var25	0.4065(0.0214)