Syllabus
Readings
Homework
Data Sets
Handouts & Overheads
Scale (Levels)
of Measurement and Choosing the Correct Statistical Test
Probability,
Proportions, and the Binomial Distribution
SingleSample
Statistical Tests with a Binary Dependent Variable
Maximum Likelihood
Estimation
Analysis of
Contingency Tables
Measures of
Association for Contingency Tables
Mosaic Plots
ThreeWay
Contingency Tables
Matched Pairs
Analysis
Loglinear
Models
Analysis of
Ordinal Contingency Tables
Logistic
Regression
Interactions
with Logistic Regression
Mediation
Analysis with Logistic Regression
Diagnostics
For Logistic Regression
Longitudinal
Modeling with Logistic Regression
Generalized
Linear Models
Ordinal
Regression
Multinomial
Logistic Regression Models
Multinomial
example code snippets: SPSS, R, SAS
Sample
Size and Estimation Problems with Logistic Regression
Propensity
Scores
Item Response
Models
Latent Class
Analysis
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
Aleksandra Slavkovic online categorical data analysis course at Penn
State with R code
Chris Bilder R code for Analysis of Categorical Data with R
Videos and
PowerPoints for Karen Nylund latent class analysis
with Mplus seminar
Rand autonomous
vehicle report
