On day 4 we are going to concentrate on advanced statistical methods. The topics covered will be GLMs (for logistic and poisson regression) and PCA, factor analysis. If we have time, we'll briefly discuss classification trees.
Complete exercises, so you could, when asked, present them to class on the following day.
Prepare chapter 15/16 from R in Action.
Demo file 4a (OLS Regression) R
Demo file 4b (GLMs, CART, PCA/FA) R
Exercise file 1 (OLS Regression) Rmd
Exercise file 2 (GLMs, CART, PCA/FA) R
Solutions file 1 (OLS Regression) Rmd
Solutions file 2 (GLMs, CART, PCA/FA) R