75976 - BUSINESS DATA ANALYSIS

Anno Accademico 2018/2019

  • Docente: Silvia Emili
  • Crediti formativi: 6
  • SSD: SECS-S/03
  • Lingua di insegnamento: Inglese
  • Modalità didattica: Convenzionale - Lezioni in presenza
  • Campus: Rimini
  • Corso: Laurea Magistrale in Amministrazione e gestione d'impresa (cod. 8842)

Conoscenze e abilità da conseguire

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.

Contenuti

  • Brief review of descriptive and inferential statistics
  • The linear regression model: definition, inference, goodness of fit
  • Classification Analysis
  • Introduction to Factor Analysis

Testi/Bibliografia

G. James, D. Witten, T. Hastie, R Tibshirani (2013). An Introduction to Statistical Learning with Applications in R. Springer

Metodi didattici

Lectures and practical lectures in the computer lab

Modalità di verifica e valutazione dell'apprendimento

  • Written Exam 
  • Final Homework

Strumenti a supporto della didattica

Study materials will be available in advance.

Orario di ricevimento

Consulta il sito web di Silvia Emili