Thursday, February 21, 2019
Logistic Regression Example 1 Using R. CHD and AGE
Call:
glm(formula = CHD ~ AGE, family = binomial(logit), data = chd)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.9718 -0.8456 -0.4576 0.8253 2.2859
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -5.30945 1.13365 -4.683 2.82e-06 ***
AGE 0.11092 0.02406 4.610 4.02e-06 ***
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 136.66 on 99 degrees of freedom
Residual deviance: 107.35 on 98 degrees of freedom
AIC: 111.35
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