Tree-Based Methods
Link to Book Chapter Here
Who It’s For: Anyone with an understanding of machine learning and how it relates to social science (you can read the opening chapter of this textbook to refresh your knowledge!)
Why We Love It: This resource explains machine learning concepts using examples that are relevant for social science students. Exercises at the end of the chapter allow you to test your knowledge and practice in R.
Citation: Cimentada, J. (2020). Machine Learning for Social Scientists. Bookdown.
Advanced Quantitative Toolkit