5. Logistics Regression

Idea
Assumption
(1) Logistic regression requires observations to be independent of each other. ( In other words, the observations should not come from repeated measurements or matched data.)
(2) Independent variables should not be highly correlated with each other
(3) requires that the independent variables are linearly related to the log odds.
(4) typically requires a large sample size