11.12: Ordinal Regression

Upcoming deadlines

  • Project Proposal: Sunday, Nov 17 11:59 PM
  • HW 5: Sunday, Nov 24 11:59 PM

Learning Objectives

  • Identify when to use an ordinal regression model

  • Interpret an ordinal regression model

  • Generate an ordinal regression model in R

Class Prep

Watch the three videos about ordinal regression. Dr. Väisänan does a great job of explaining ordinal regression, though the code is in Stata. Focus on the concepts and we will cover the R code for ordinal regression in class.

Note: Make sure you are completing the class prep before each class. Quizzes can still be held to check your comprehension of the concepts covered in the videos.

Part 1: Introduction to Ordinal Regression

Part 2: Multiple Ordinal Regression

Part 3: Proportional Odds Assumption

ISLR does not cover ordinal regression.

Class materials

Groups

Notes (qmd)