Analytic Resources

Logistic Regression

Simple Logistic Regression (McDonald)

Multiple Logistic Regression (McDonald)

John McDonald provides a nice description of simple logistic regression and how to use regression when you have a categorical outcome variable.

StatQuest: Logistic Regression (8:47)

StatQuest: StatQuest: Odds Ratios and Log(Odds Ratios)- (16:19)

StatQuest: Odds and Log(Odds)- (11:30)

StatQuest: Logistic Regression Details Pt1: Coefficients (19:01)

StatQuest: Logistic Regression Details Pt 2: Maximum Likelihood (10:22)

StatQuest: Logistic Regression Details Pt 3: R-squared and p-value (15:24)

Professor Knudson- MLE Example: Binomial (6:26)

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