Educational Analytics for Logistic Regression and Item Response Theory Models

5 credits

Covers foundational understanding and application of two interrelated tools: multiple logistic regression and item response theory (IRT) modeling. Emphasizes modeling latent (unobserved) variables and the treatment of measurement error for scales measured by categorical items. Prerequisite: EDPSY 490.