Learning objectives
The course aims to train students in the use of advanced statistical tools, techniques and methodologies for inferential statistical analysis and statistical hypothesis testing. Multivariate analysis techniques will also be introduced.
Expected learning outcomes
Students will learn the main techniques of inferential, hypothesis testing and multivariate statistical analysis.
Course content
◦ Inferential statistics
◦ The estimate and the estimators
◦ Tests for verifying hypotheses
◦ Multiple linear regression
◦ Principal Component Analysis
◦ Cluster analysis
Prerequisites
Knowledge of basic statistics
Bibliography
Professor's slides
Teaching methods and tools
The course includes theoretical lessons that will be interspersed with exercises.
Assessment methods and criteria
Mandatory written test on the entire program covered.
