| ST420 – MULTIVARIATE STATISTICAL ANALYSIS, MATHEMATICAL STATISTICS
(objectives)
The aim of the course is to introduce students to the main techniques of multivariate statistical analysis. The synthetic representation of multidimensional data, the study of relationships between multiple variables and the measure of their degree of dependence are the fundamental topics.
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Code
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20402291 |
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Language
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ITA |
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Type of certificate
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Profit certificate
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Credits
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7
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Scientific Disciplinary Sector Code
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SECS-S/01
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Contact Hours
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72
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Type of Activity
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Related or supplementary learning activities
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Teacher
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NACCARATO ALESSIA
(syllabus)
Multivariate Analysis of Variance, Multiple Linear Regression, Simultaneous Equation Models, Cluster analysis, Principal Component Analysis, Factor Analysis, Canonical Correlation, Generalized Linear Models
(reference books)
MULTIVARIATE DATA ANALYSIS, 7TH EDITION, J. F. HAIR JR, W. C. BLACK, B. J. BABIN, R. E. ANDERSON, 2010, PRENTICE HALL.
MATHEMATICAL STATISTICS, 7TH EDITION, PRENTICE HALL INTERNATIONAL EDITION.
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Dates of beginning and end of teaching activities
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From to |
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Delivery mode
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Traditional
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Attendance
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not mandatory
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Evaluation methods
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Oral exam
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Teacher
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PIERINI ANDREA
(syllabus)
ANALISI DELLA VARIANZA MULTIVARIATA, REGRESSIONE LINEARE MULTIPLA, SISTEMI DI EQUAZIONI SIMULTANEE, CLUSTER ANALYSIS, COMPONENTI PRINCIPALI, ANALISI FATTORIALE, CORRELAZIONE CANONICA, ANALISI DELLE CORRISPONDENZE, MODELLI LINEARI GENERALIZZATI
(reference books)
MULTIVARIATE DATA ANALYSIS, 7TH EDITION, J. F. HAIR JR, W. C. BLACK, B. J. BABIN, R. E. ANDERSON, 2010, PRENTICE HALL.
MATHEMATICAL STATISTICS, 7TH EDITION, PRENTICE HALL INTERNATIONAL EDITION.
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Dates of beginning and end of teaching activities
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From to |
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Attendance
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not mandatory
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Università Roma Tre