Question
1. I fit a logistic Model with Gender, Class, and Age as a covariate. Use the output below to answer questions (a) - (f). Estimate
1. I fit a logistic Model with Gender, Class, and Age as a covariate. Use the output below to answer questions (a) - (f).
Estimate | Std. Error | Z value | Pr(>|z|) | |
(Intercept) | 1.2955 | 0.2478 | 5.23 | 0.0000 |
Male | -2.3695 | 0.1453 | -16.31 | 0.0000 |
Class 1 | 1.7664 | 0.1707 | 10.35 | 0.0000 |
Class 2 | 0.7558 | 0.1753 | 4.31 | 0.0000 |
Age | -1.0556 | 0.2427 | -4.35 | 0.0000 |
a. What are the proposed and fitted logistic regression model corresponding to the output?
b. What is probability of survival for 1st class boys (i.e., male children)?
c. What is probability of survival for 2nd class girls (i.e., female children)?
d. What is probability of survival for 3rd class girls (i.e., female children)?
e. What is the odds ratio of survival for first class, male children compared to second class, male children?
f. What is the odds ratio of survival for second class, female children compared to third class, male children?
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