T.A. Business Statistics in R
M.Sc. European Economy and Business Law, University of Rome Tor Vergata, 2019
Teaching Assistant 2018, 2019
Tommaso Proietti, Ph.D. (Full Professor - Lecturer in charge)
The course provides an introduction to Statistical Learning and Data Mining.
- Linear regression, model evaluation, principal component analysis
- Lasso, ridge regression, logistic regression
- Smoothing, splines, kernel smoothing, local polynomial
- Nearest neighbors, naive Bayes, additive models, regression trees