Slides and handouts for students not attending the course will be available from the professor
James, Witten, Hastie, Tibshirani (2013) An Introduction to Statistical Learning (with Applications in R), Springer-Verlag
Hastie, Tibshirani, Friedman (2009) The elements of statistical learning: data mining, inference and prediction. 2nd edition, Springer-Verlag
Wickham (2016) ggplot2. Elegant Graphics for Data Analysis. 2nd Edition, Springer-Verlag
Maindonald, Braun (2010) Data Analysis and Graphics Using R: An Example-Based Approach . 3rd edition, Cambridge University Press
For Italian reading we suggest
James, Witten, Hastie, Tibshirani (2020) Introduzione all'apprendimento statistico (con applicazioni in R),
Azzalini, Scarpa (2004) Analisi dei dati e data mining, Springer-Verlag