Books

We will be using the following books in this course. They are all available for free, but note that some require a Princeton account to obtain them for free.

All of Statistics, by Wasserman

All of Nonparametric Statistics, by Wasserman

Data Analysis for the Life Sciences, by Irizarry and Love (source code)

The Elements of Statistical Learning, by Hastie, Tibshirani and Friedman

R for Data Science, by Wickham and Grolemund (source code)

In addition to these text books, we will also be transferring content from the lecture slides into a book format at https://jdstorey.github.io/asdsbook/, called Foundations of Applied Statistics and Data Science for Researchers.