Introduction to statistical modelling using R: online tutorials

This page provides online materials for the three courses. Different formats are used:

Interactive books (for regression and ANOVA).
YouTube tutorials.
Online tutorials in html and PDF formats.

Online interactive book

The interactive book “Basic Skills in Bootstrap using R” consists of 15 chapters that cover all topics discussed in the course and uses the same examples presented in the slides. R code to produce the examples is given as a part of the book. To run the code you can either copy and paste the code or run the R program from topics page. In case that you have a difficulty to work online, you can download the PDF file of the book and work offline.

Online book (html): simple linera regression

Online book (html): One-Way ANOVA

Online tutorials in R

This part of the course consists of 7 tutorials about simple linear regression, one-way ANOVA and simple logistic regression using R. The R code used for the examples presented in the tutorials and the datasets are a part of the tutorial files.