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Created: Jun 24, 2014
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Logistic Regression
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Logistic regression results
Dependent Variable: affirm_act (Success = 1)
Independent Variable(s): gender, age, pol_idea, D_R
Parameter estimates
Variable Estimate Std. Err. Zstat P-value Odds Ratio 95% Low. Lim. 95% Up. Lim.
Intercept 8.7490709 2.3948032 3.6533569 0.0003
gender -2.21177 0.97490535 -2.2687023 0.0233 0.10950665 0.016202586 0.74011073
age -0.096822265 0.048148634 -2.0109037 0.0443 0.90771733 0.82597267 0.99755206
pol_idea -0.75726834 0.26625995 -2.8440941 0.0045 0.46894568 0.27827712 0.7902556
D_R -0.25023875 0.10505473 -2.3819847 0.0172 0.77861487 0.6337213 0.9566368

Test that all slopes are zero
Statistic DF Value P-value
G 1 28.043851 <0.0001
Log-Likelihood = -21.742516

Hosmer-Lemeshow Goodness-of-Fit Test
Statistic DF Value P-value
HL-GOF 8 3.9087748 0.8653

Observed/Expected frequencies for HL-GOF
1 2 3 4 5 6 7 8 9 10 Total
Success 1
0.6
1
1.76
4
3.17
4
4.32
4
4.78
7
6.13
5
5.54
6
5.81
6
5.93
5
4.97
43
Failure 5
5.4
5
4.24
2
2.83
2
1.68
2
1.22
0
0.87
1
0.46
0
0.19
0
0.07
0
0.03
17
Total 6 6 6 6 6 7 6 6 6 5 60


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