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Università degli Studi di Parma Università degli Studi di Parma
Second cycle degree course in
Management engineering
Università degli Studi di Parma
Department of Engineering and Architecture

DATA ANALYSIS
cod. 1005648

Academic year 2013/14
1° year of course - First semester
Professor
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 - - -
lectures timetable unavailable
exam calls

Integrated course unit module: MULTIVARIATE DATE ANALYSIS

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Learning objectives

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Prerequisites

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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

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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

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