The course will consist of slides, tutorials, assignments and some curated material that will always be available. As a consequence, there is NO required textbook for this course. Nevertheless, most of the material will be based on the following books, some of which can be freely downloaded:

  • Danielle Navarro, Learning statistics with R: A tutorial for psychology students and other beginners (link).
  • David Diez et al., Introductory Statistics with Randomization and Simulation (link).
  • David S. Moore et al., Introduction to the Practice of Statistics.
  • R. Lyman Ott et al., An Introduction to Statistical Methods & Data Analysis.
  • Gareth James et al., An Introduction to Statistical Learning (link).

Additional Course Materials

Here are some cheat sheets that might be helpful:

How-to video demonstrations