Artifacts
This page collects artifacts from my work outside of traditional research publication. For a list of publications, see my Curriculum Vitae.
Miscellaneous Writing
Talks
Books
- Atomic R
- Currently in use for STAT 385 at Illinois for the Department of Statistics. Provides an introduction to programming through the use of the R programming language. Focuses on “Base R” rather than the
tidyverse
collection of domain specific packages.
- Currently in use for STAT 385 at Illinois for the Department of Statistics. Provides an introduction to programming through the use of the R programming language. Focuses on “Base R” rather than the
- Applied Statistics with R
- Currently in use for STAT 420 both in-person and online at Illinois for the Departments of Statistics and Computer Science.
- R for Statistical Learning / Basics of Statistical Learning
- These should largely be considered abandonware. Expect to see similar material for Python developed for use in CS 307. Originally intended to supplement ISL in order to provide additional examples in R, the goal was to create a complete reference for STAT 432, Basics of Statistical Learning, at Illinois for the Department of Statistics. Target audience was advanced undergraduate students in statistics with previous experience with R and regression.