Table 2 Influence analysis results for health behavior data
Subject | Influence measure | Results |
|---|---|---|
7 | Cook’s distance | - Largest \(C^{\tau }\) (0.069) |
- \(2^{nd}\) largest \(C^{\eta }\) (0.194) | ||
DFBETAS | - \(3^{rd}\) largest \(\text {DFBETAS}^{\beta _{SQ}}\) (0.055) | |
- Largest \(\text {DFBETAS}^{\tau _{SQ}}\) (0.163) | ||
- Largest \(\text {DFBETAS}^{\sigma ^2_{\omega }}\) (0.604) | ||
- Largest \(\text {DFBETAS}^{\sigma _{\nu \omega }}\) (0.325) | ||
COVRATIO | - Smallest \(\text {COVRATIO}^{\tau }\) (0.905) | |
- \(3^{rd}\) smallest \(\text {COVRATIO}^{\eta }\) (0.743) | ||
12 | Cook’s distance | - \(3^{rd}\) largest \(C^{\tau }\) (0.045) |
- \(4^{th}\) largest \(C^{\eta }\) (0.084) | ||
DFBETAS | - \(4^{th}\) largest \(\text {DFBETAS}^ {\beta _0}\) (0.096) | |
- \(2^{nd}\) largest \(\text {DFBETAS}^{\sigma ^2_{\omega }}\) (0.392) | ||
- \(2^{nd}\) smallest \(\text {DFBETAS}^{\sigma _{\nu \omega }}\) (-0.343) | ||
COVRATIO | - \(2^{nd}\) smallest \(\text {COVRATIO}^{\tau }\) (0.948) | |
- \(4^{th}\) smallest \(\text {COVRATIO}^{\eta }\) (0.862) | ||
49 | Cook’s distance | - Largest \(C^{\beta }\) (0.054) |
- \(4^{th}\) largest \(C^{\tau }\) (0.037) | ||
- Largest \(C^{\eta }\) (0.323) | ||
DFBETAS | - Largest \(\text {DFBETAS}^{\beta _0}\) (0.194) | |
- Smallest \(\text {DFBETAS}^{\tau _0}\) (-0.140) | ||
- Largest \(\text {DFBETAS}^{ \sigma ^2_{\nu }}\) (0.553) | ||
- \(4^{th}\) largest \(\text {DFBETAS}^{\sigma ^2_{\omega }}\) (0.325) | ||
- Smallest \(\text {DFBETAS}^{\sigma _{\nu \omega }}\) (-0.737) | ||
COVRATIO | - Smallest \(\text {COVRATIO}^{\beta }\) (0.925) | |
- \(4^{th}\) smallest \(\text {COVRATIO}^{\tau }\) (0.959) | ||
- Smallest \(\text {COVRATIO}^{\eta }\) (0.694) | ||
69 | Cook’s distance | - \(2^{nd}\) largest \(C^{\beta }\) (0.052) |
- \(3^{rd}\) largest \(C^{\eta }\) (0.102) | ||
DFBETAS | - Smallest \(\text {DFBETAS}^{\beta _0}\) (-0.281) | |
- \(2^{nd}\) largest \(\text {DFBETAS}^{\beta _{SQ}}\) (0.121) | ||
- \(2^{nd}\) largest \(\text {DFBETAS}^{\sigma ^2_{\nu }}\) (0.422) | ||
- \(3^{rd}\) largest \(\text {DFBETAS}^{\sigma _{\nu \omega }}\) (0.269) | ||
COVRATIO | - \(2^{nd}\) smallest \(\text {COVRATIO}^{\beta }\) (0.939) | |
- \(2^{nd}\) smallest \(\text {COVRATIO}^{\eta }\) (0.741) |