Jason T. Newsom PhD

Professor, Department of Psychology, Portland State University

Main Page Current Courses Univariate Quant Multivariate Quant Categorical Data Analysis Structural Equation Modeling Multilevel Regression Psychological Measurement Adult Development and Aging Past Courses Stats Notes Resources SEM References SEM Books Other LSEM Book LDA Book Department of Psychology

PSY 525/625 Categorical Data Analysis

Syllabus Readings Homework Data Sets Handouts & Overheads Probability, Proportions, and the Binomial Distribution Levels of Measurement and Choosing the Correct Statistical Test Single-Sample Statistical Tests with a Binary Dependent Variable Overhead: Wald vs. Score Standard Error Figures Maximum Likelihood Estimation Analysis of Contingency Tables Measures of Association for Contingency Tables Mosaic Plots Matched Pairs Analysis Three-Way Contingency Tables Logistic Regression Interactions with Logistic Regression Overhead: Logistic Interaction Figures Diagnostics For Logistic Regression Overhead: Logistic Diagnostics Figures Mediation Analysis with Logistic Regression Longitudinal Modeling with Logistic Regression Generalized Linear Models Overhead: Some Members of the Exponential Distribution Family Links Azen and Walker data and syntax examples (SPSS and SAS) Alan Agresti Categorical Data Analysis site. All examples from the text in SAS, SPSS, and R. Laura Thompson R and Splus manual for Agresti 2^nd edition. Michael Friendly Categorical Data Analysis with Graphics and Visualizing Categorical Data Analysis short course handouts. SAS, SPSS and R Examples Binomial Distribution and Related Demos Aleksandra Slavkovic online categorical data analysis course at Penn State with R code Chris Bilder R code for Analysis of Categorical Data with R Bethany Bray's Latent Class Analysis Site Bethany Bray Latent Class Analysis Video Bethany Bray Latent Transition Analysis Video