STT 425/525: Categorical Data Analysis
STT 425/525 Course Info
Syllabus
Sample Code and Other Information
Contingency Tables
- 2x2 Table Analyses
- Partitioning Chi-Square Statistics in Larger Tables
- Ordinal (Gamma) Statistics
- Three-way Tables
Generalized Linear Models
- Introduction to Logistic Regression
- Horseshoe Crab Data Models
- Space Shuttle Problem
- Death Penalty and Race Logistic Model
- Poisson and Negative Binomial Models for Problem 3.11
- Poisson Model with an Offset
- LSM Estimate Statement
Multi-Category Logits
- Alligator Food Choice
- Mental Health (proportional odds and not)
- Partitioning Chi-Square Statistics in Larger Tables