Generalized Linear Models (GLMs)

12 questions. Use Show Answer, then slide right (or use Next) to continue.

Card 1 of 12

Question 1 What is a generalized linear model (GLM)?

Question 2 What are the three components of a GLM?

Question 3 What is maximum likelihood estimation (MLE) in a GLM?

Question 4 What does logistic regression model?

Question 5 What are odds and log-odds (logit)?

Question 6 How do you interpret a logistic regression coefficient?

Question 7 What is an odds ratio?

Question 8 What is the key linearity assumption in logistic regression?

Question 9 What are the key assumptions of logistic regression?

Question 10 What does logistic regression NOT assume?

Question 11 What is complete (or quasi-complete) separation?

Question 12 How do you address nonlinearity in the log-odds?