11.14: Poisson 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 a poisson regression model

  • Interpret a poisson regression model

  • Generate a poisson regression model in R

Class Prep

Watch the videos below. You can use the code below to access the data:

pdat <- read.csv("https://stats.idre.ucla.edu/stat/data/poisson_sim.csv")

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.

Poisson Regression

Poisson Regression with Rates

Slides: Poisson regression, Poisson with rates

ISLR: 4.6.2

Class materials

Notes and exercise (qmd)