Chapter 12 Appendices

12.1 Appendix A: Glossary of Terms

• Average Treatment Effect
• Conditional Treatment Effect
• Marginal Treatment Effect

12.2 Appendix B: Resources for Using R

There are a lot of excellent existing resources on learning and using R in practice. A non-exhaustive list of these resources are below.

• Getting Started
  • R Project: An Introduction to R
  • Rstudio Educational Resources
  • Rstudio Primers
  • R for Data Science
  • Introduction to Data Science
  • Exploratory Data Analysis with R
  • Coursera Data Science Foundations using R
  • edX Data Science: R Basics
  • Happy Git and GitHub for the useR
  • The R Graph Gallery
• Quick References
  • RStudio Cheat Sheets
• Programming & Advanced Topics
  • Hands On Programming with R
  • Advanced R

12.3 Appendix C:

• G-Computation, Standardization
• Inverse Probability Weighting
• Targeted Maximum Likelihood