Table 6 Best subsets of SIP-derived variables to predict CPATLS ranked by the number of included variables (index) and criteria of model selection: R-square, adjusted R-square, Mallow’s C(p) and Akaike Information Criterion (AIC); three best subsets, analysed further, are denoted in italics
Index | Predictors | R-square | Adj. R-square | C(p) | AIC |
|---|---|---|---|---|---|
1 (LM[1]) | CWSIP*** | 0.70 | 0.69 | 14.92 | 407.30 |
2 (LM[2]) | CWSIP***, MBASIP** | 0.75 | 0.74 | 5.12 | 398.47 |
3 (LM[3]) | CWSIP***, MBASIP***, MBTSIP* | 0.77 | 0.76 | 3.12 | 396.24 |
4 | CWSIP***, MBASIP***, MBTSIP^, CWASIP^ | 0.78 | 0.77 | 2.28 | 395.02 |
5 | CWSIP***, MBASIP***, MBTSIP^, CWASIP^, FBHSIP | 0.79 | 0.77 | 2.56 | 394.99 |
6 | CWSIP***, MBASIP***, MBTSIP, CWASIP^, HSIP^, DBHSIP | 0.80 | 0.77 | 3.29 | 395.42 |
7 | CWSIP***, MBASIP***, MBTSIP, CWASIP*, FBHSIP, HSIP, DBHSIP | 0.80 | 0.77 | 4.49 | 396.41 |
8 | CWSIP**, MBASIP**, MBTSIP, CWASIP*, FBHSIP, HSIP, DBHSIP, MBLSIP | 0.80 | 0.77 | 6.14 | 397.97 |
9 | CWSIP^, MBASIP**, MBTSIP, CWASIP*, FBHSIP, HSIP, DBHSIP, MBLSIP, CASIP | 0.80 | 0.76 | 8.03 | 399.82 |
10 | CWSIP, MBASIP*, MBTSIP, CWASIP^, FBHSIP, HSIP, DBHSIP, MBLSIP, CASIP, CLSIP | 0.80 | 0.76 | 10.01 | 401.80 |
11 | CWSIP, MBASIP**, MBTSIP, CWASIP^, FBHSIP, HSIP, DBHSIP, MBLSIP, CASIP, CLSIP, ALSIP | 0.80 | 0.75 | 12.00 | 403.79 |