Categorical Data Analysis 2019/20 summer

Materials from previous years: 2018/19

Table of contents

1. Discrite distributions Codes in R, Python and Julia
2. Generating pseudo-random numbers Codes in R, Python and Julia
3. Simple correspondence Analysis Codes in R, Python and Julia
4. Regression with categorical variables and marginal effects Codes in R, Python and Julia
5. GLM - Logistic regression -- theory, practice Codes in R, Python and Julia #1, Codes in R, Python and Julia #1
6. GLM - Poisson regression -- theory, practice Codes in R, Python and Julia
7. Generalized Estimating Equation -- theory, practice Codes in R, Python and Julia
8. Association rules Codes in R, Python and Julia
9. Heckman model Codes in R, Python and Julia