STAT 517 · Interactive Codelab

Welcome to the interactive code labs for STAT 517: Advanced Statistical Models.

Every code box on these pages runs R directly in your browser — there is nothing to install. Click Run Code, edit the code, and run it again to experiment. (The first run on a page takes a few seconds while R loads.)

Discussion board of In-class Labs are hosted on GitHub org.

Labs

• Class 1 — Course Overview & R Basics
• Class 2 — Simple Linear Regression
• Class 3 & 4 — Multiple Linear Regression
• Class 5 — Likelihood and Parameter Estimation
• Class 6 — Generalized Linear Models
• Class 7 — Simple Logistic Regression
• Class 8 — Multiple Logistic Regression and Lab 7.6
• Class 9 — Classification with Logistic Regression

Note

These pages are built with Quarto and quarto-live, which runs R in the browser via WebR. The same R code we use in lecture works here, unchanged.