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.

Mandatory assignments for tonight

Complete exercises, so you could, when asked, present them to class on the following day.

Prepare chapter 15/16 from R in Action.

Top


Slides

Slide deck long course pdf md

Demo file 4a (OLS Regression) R

Demo file 4b (GLMs, CART, PCA/FA) R

Top


Exercises

Exercise file 1 (OLS Regression) Rmd

Exercise file 2 (GLMs, CART, PCA/FA) R

Top


Solutions

Solutions file 1 (OLS Regression) Rmd

Solutions file 2 (GLMs, CART, PCA/FA) R

Top