Teaching Materials
Poli 891: Lab for Advanced Political Data Science
- Programming Style
- Functional Programming in R
- Multilevel Linear Models
- Multilevel Generalized Linear Models
- Multilevel Models for Correlated Data
- Multilevel Regression with Poststratification
- High Performance Computing
- Working with Strings
- Structural Topic Models
- Item Response Theory Models
- Performance, Optimization, and Parallelization
- Regression and Classification Trees
- Elastic Net, LASSO, and Ridge Regression
- Latent Space Networks