STAT 340: Data Science II

Here are the course notes, practice problems and other course materials for STAT 340: Data Science II at UW Madison.

Author credits to Karl Rohe, Keith Levin, Bi Cheng Wu, and Brian Powers

0.1 Collection of Shiny Apps

• Monte Carlo: Normal PDF CDF Inverse CDF
• Testing Part 2: Binomial One/Two Tail Test Power
• Logistic Regression: ROC Plot
• Model Selection: Visualization