Table 3.
Comparison of variable importance for the WIPP data. “Inc. Prob” in the posterior inclusion probability and “L2 norm” is the posterior 95% interval of .
| BSS-ANOVA | Linkletter | BSS-ANOVA best model | ||
|---|---|---|---|---|
| Inc. Prob. | L2 norm | Inc. Prob. | L2 norm | |
| ANHPRM | 1.00 | (0.43, 1.10) | 1.00 | (0.41, 0.89) |
| BHPERM | 1.00 | (1.59, 3.13) | 1.00 | (1.81, 2.88) |
| BPCOMP | 1.00 | (0.78, 1.67) | 1.00 | (0.83, 1.45) |
| BPPRM | 0.08 | (0.00, 0.03) | 0.01 | – |
| HALPOR | 1.00 | (0.56, 1.67) | 1.00 | (0.58, 1.09) |
| HALPRM | 0.46 | (0.00, 0.10) | 0.03 | – |
| SHPRMCLY | 0.28 | (0.00, 0.07) | 0.01 | – |
| SHPRMSAP | 0.12 | (0.00, 0.03) | 0.07 | – |
| SHPRNHAL | 0.11 | (0.00, 0.04) | 0.00 | – |
| SHRBRSAT | 0.66 | (0.00, 0.14) | 0.03 | (0.01, 0.13) |
| WMICDFLG | 1.00 | (0.66, 1.55) | 1.00 | (0.80, 1.57) |
| BPCOMP × WMICDFLG | 1.00 | (0.41, 0.99) | – | (0.44, 0.92) |
| BPCOMP × BHPERM | 0.93 | (0.00, 0.21) | – | (0.04, 0.34) |
| SHPRMSAP × WMICDFLG | 0.85 | (0.00, 0.18) | – | (0.02, 0.15) |
| SHRGSSAT × SHPRNHAL | 0.60 | (0.00, 0.10) | – | (0.01, 0.12) |