- Docente: Silvia Emili
- Credits: 6
- SSD: SECS-S/03
- Language: English
- Teaching Mode: Traditional lectures
- Campus: Rimini
- Corso: Second cycle degree programme (LM) in Business Administration and Management (cod. 8842)
Learning outcomes
This course aims at providing students with the ability to analyze multivariate data most often stemming from questionnaires .The course educates students in the skills needed for a good performance of multivariate analysis and thereby enhance their overall analytical competence. The course focuses on the understanding of each multivariate tools as well as interpretation and use of the results on management, marketing, strategy and innovation decisions.
Course contents
- Brief review of descriptive and inferential statistics
- The linear regression model: definition, inference, goodness of fit
- Classification Analysis
- Introduction to Factor Analysis
Readings/Bibliography
G. James, D. Witten, T. Hastie, R Tibshirani (2013). An
Introduction to Statistical Learning with Applications in R. Springer
Teaching methods
Lectures and practical lectures in the computer lab
Assessment methods
- Written Exam
- Final Homework
Teaching tools
Study materials will be available in advance.
Office hours
See the website of Silvia Emili