Table 6.
Analysis results of children’s mortality data
| Method | AGE | BMI | HOSP | GENDER | EDU | URBAN |
|---|---|---|---|---|---|---|
| m = 3 | ||||||
| BAR | - | - | −0.3516(0.1273) | - | −0.2071(0.1235) | −0.3052(0.1104) |
| LASSO | - | - | −0.3016(0.1054) | 0.02 32(0.0595) | −0.1837(0.0916) | −0.2526(0.0941) |
| ALASSO | - | - | −0.3451(0.1060) | - | −0.1938(0.0940) | −0.2924(0.0959) |
| MCP | - | - | −0.3556(0.1213) | - | −0.2240(0.1316) | −0.2932(0.0996) |
| SCAD | - | - | −0.3563(0.1209) | - | −0.2259(0.1324) | −0.3189(0.0997) |
| SELO | - | - | −0.3549(0.1210) | - | −0.2185(0.1257) | −0.3144(0.1017) |
| SICA | - | - | −0.3559(0.1232) | −0.2209(0.1308) | −0.3163(0.1018) | |
| Forward (0.05) | - | - | −0.3561(0.1065) | - | −0.2251(0.0986) | −0.3185(0.0970) |
| Forward (0.01) | - | - | −0.4619(0.0935) | - | - | −0.3464(0.0977) |
| Best Subset | - | - | −0.3 561(0.1065) | - | −0.2251(0.0986) | −0.3185(0.0970) |
| m = 12 | ||||||
| BAR | - | - | −0.3507(0.1266) | - | −0.2061(0.1209) | −0.3004(0.1067) |
| LASSO | - | - | −0.2957(0.1033) | 0.00 74(0.0562) | −0.1829(0.0948) | −0.2443(0.0946) |
| ALASSO | - | - | −0.3271(0.1003) | - | −0.1442(0.0852) | −0.2455(0.0939) |
| MCP | - | - | −0.3582(0.1196) | - | −0.2339(0.1257) | −0.3205(0.0993) |
| SCAD | - | - | −0.3556(0.1137) | - | −0.2259(0.1120) | −0.3152(0.1005) |
| SELO | - | - | −0.3552(0.1209) | - | −0.2218(0.1201) | −0.3129(0.1009) |
| SICA | - | - | −0.3521(0.1246) | - | −0.2118(0.1251) | −0.3028(0.1012) |
| Forward (0.05) | - | - | −0.3552(0.1055) | - | −0.2243(0.0975) | −0.3140(0.0959) |
| Forward (0.01) | - | - | −0.4602(0.0926) | - | - | −0.3414(0.0965) |
| Best Subset | - | - | −0.3552(0.1055) | - | −0.2243(0.0975) | −0.3140(0.0959) |