Part 8 (Class 9). Intro to stats/broom/More Purrr

Required

• Introduction to map() - Jenny Bryan
• Purrr Tips and Tricks by Emil Hvitfeldt.

Suggested

• More on using map and nested data with modeling: R for Data Science: Many Models
• broom and dplyr
• Joy of Functional programming talk by Hadley Wickham - more on nesting/iteration

For learning more about statistics with R:

• Modern Dive / Statistical Inference via Data Science by Chester Ismay and Albert Y Kim is a nice place to start: https://moderndive.com/
• Danielle Navarro’s Learning Statistics with R is excellent and talks much more about statistics: https://learningstatisticswithr.com/
• Model Basics from R for Data Science
• More on survival analysis in R
  • Survival Analysis in R Tutorial by Dr. Emily C Zabor
  • Survminer survival plot vignette
  • UVA’s Survival Workshop materials
  • Rview’s Survival Analysis