Statistical Models
Readings due before class on Monday, September 30, 2019
Required
Chapter 6: Work with Models in Healy.
Chapter 22: Model introduction and Chapter 23: Model basics in Wickham/Grolemund.
Recommended
Chapter 6: Basic Regression from “ModernDive: An Introduction to Statistical and Data Sciences via R” by Chester Ismay and Albert Y. Kim.This is an outstanding new book – with a free online version – that will be a big complement to the tidyverse in the future. We could have spent much more time on this book and I encourage anyone interested in applying statistical models to read the later chapters.
Intro to
parsnipR package by Max Kuhn and Davis Vaughn.Working with
tidymodelsby Emil Hvitfeldt.