xoEPC - Jan Mendling

D.3. Multivariate Logistic Regression 431
Step
1
2
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4
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6
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8
9
Hosmer and Lemeshow Test
Chi-square df Sig.
330,522 8 ,000
26,819 8 ,001
4,278 8 ,831
4,341 8 ,825
8,101 8 ,424
9,961 8 ,268
7,184 8 ,517
10,573 8 ,227
7,890 8 ,444
Figure D.1: Hosmer and Lemeshow test for multivariate logistic regression
Step
1
2
3
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Model Summary
1178,396a -2 Log Cox & Snell Nagelkerke
likelihood R Square R Square
,546 ,728
768,884 b ,631 ,841
584,495 c ,664 ,885
554,211 d ,669 ,892
528,702 c ,673 ,898
521,807 c ,674 ,899
515,520 d ,675 ,901
511,687 d ,676 ,901
513,645 d ,676 ,901
a. Estimation terminated at iteration number 5 because
parameter estimates changed by less than ,001.
b. Estimation terminated at iteration number 6 because
parameter estimates changed by less than ,001.
c. Estimation terminated at iteration number 7 because
parameter estimates changed by less than ,001.
d. Estimation terminated at iteration number 8 because
parameter estimates changed by less than ,001.
Figure D.2: Nagelkerke R 2 for multivariate logistic regression