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The British Board of Trade made an inquiry into the demographics of those who did or did not survive the Titanic sinking. For each person

The British Board of Trade made an inquiry into the demographics of those who did or did not survive the Titanic sinking. For each person on board the maiden voyage of the ocean liner, this dataset records gender (0=female, 1=male), age (0=child, 1=adult), economic status (1=first, 2= second, 3=third), and whether or not that person survived (0=no, 1= yes). The dataset is as follows, where entries in the table have the form mij/nij where mij is the number who survived and nij is the number on board the ship:

Females Males
Class Children Adults Class Children Adults
First 1/1 139/144 First 5/5 57/175
Second 13/13 80/93 Second 11/11 14/168
Third 14/31 70/165 Third 13/48 75/462

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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