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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
2nd 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
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