DATA ANALYSIS
cod. 1005648

Academic year 2013/14
1° year of course - First semester
Professor
Piero GANUGI
Academic discipline
Statistica economica (SECS-S/03)
Field
Attività formative affini o integrative
Type of training activity
Related/supplementary
42 hours
of face-to-face activities
6 credits
hub: PARMA
course unit
in - - -

Integrated course unit module: MULTIVARIATE DATE ANALYSIS

Learning objectives

- - -

Prerequisites

- - -

Course unit content

1. Univariate Statistics.
1.1 Means.
1.2 Variability.
1.3 Univariate distributions.
1.4 Outliers.
2. Analysis of Variance.
2.1 One Factor.
2.2 Two Factors
3. Bivariate statististics.
2.1 Tables and graphical representation.
2.2 Bivariate distributions.
2.3 Contingency analysis.
4. Multivariate statistics.
4.1 Centroids.
4.2 Discriminant analysis.
4.3 Principal Components.
4.4 Multivariate regression.

Full programme

- - -

Bibliography

Ferrari G., Marliani G.(1993), Complementi ed esercizi di statistica descrittiva, Alfani Editore,

Cerioli A. Zani S. (2007) Analisi dei dati e data mining per le decisioni aziendali, Giuffrè editore. Milano, capitoli VI e VIII.

Montgomery D. C., (2001) Progettazione e analisi degli esperimenti, McGraw-Hill, capitoli, 1, 2, 3, 4.

Fleury B., 2010 A first course in multivariate statistics, Springer 2010, capitoli 5 e 7.

Teaching methods

Lectures

Assessment methods and criteria

Written and oral exam

Other information

- - -

2030 agenda goals for sustainable development

- - -

Contacts

Toll-free number

800 904 084

Student registry office

E. segreteria.ingarc@unipr.it
T. +39 0521 905111

Quality assurance office

Education manager:
Lucia Orlandini
T.+39 0521 906542
Office E. dia.didattica@unipr.it
Manager E. lucia.orlandini@unipr.it

 

Course president

Francesco Zammori
E. francesco.zammori@unipr.it

Faculty advisor

Giovanni Romagnoli
E. giovanni.romagnoli@unipr.it

Career guidance delegate

Giovanni Romagnoli
E. giovanni.romagnoli@unipr.it

Tutor professor

Giovanni Romagnoli
E. giovanni.romagnoli@unipr.it

Erasmus delegates

Roberto Montanari
E. roberto.montanari@unipr.it
Fabrizio Moroni
E. fabrizio.moroni@unipr.it
Adrian Hugh Alexander Lutey
E. adrianhughalexander.lutey@unipr.it

Quality assurance manager

Francesco Zammori
E. francesco.zammori@unipr.it

Tutor students