Exercise

Regression With a Categorical Response II

If you enter summary(glm(liking ~ money + smile, family = binomial)) into your console you can see the output from the logistic regression analysis on whether people like you or not, predicted by how much money you gave them and how much you smiled. The coefficient estimate for money is 0.9312. What does this mean?

Instructions

50 XP

Possible Answers

A person likes you one unit more when you give them 0.9312 money.
A person likes you one unit less when you give them 0.9312 money.
When you give a person one unit of money, the logg odds of them liking you increases by 0.9312.
When you give a person one unit of money, the logg odds of them liking you decreases by 0.9312.