Statistical models for data analysis Paolo Giudici, Salvatore Ingrassia, Maurizio Vichi, editors

Format:

Book

Contributor:

Giudici, Paolo

Ingrassia, Salvatore

Vichi, Maurizio, 1959-

Series:

Studies in classification, data analysis, and knowledge organization

Studies in classification, data analysis, and knowledge organization 1431-8814

Language:

English

Subjects (All):

Mathematical statistics.

Data mining.

Artificial intelligence.

Data Mining.

Artificial Intelligence.

artificial intelligence.

Medical Subjects:

Data Mining.

Artificial Intelligence.

Genre:

Statistics

Physical Description:

1 online resource

Place of Publication:

Cham New York Springer ©2013

Language Note:

English

System Details:

text file

PDF

Summary:

"The papers in this book cover issues related to the development of novel statistical models for the analysis of data. They offer solutions for relevant problems in statistical data analysis and contain the explicit derivation of the proposed models as well as their implementation. The book assembles the selected and refereed proceedings of the biannual conference of the Italian Classification and Data Analysis Group (CLADAG), a section of the Italian Statistical Society."--Publisher's website

Contents:

From the contents: Ordering curves by data depth

May the students' career performance helpful in predicting an increase in universities income?

Model-based classification via patterned covariance analysis

Data stream summarization by histograms clustering

Web panel representativeness

Nonparametric inference via permutation tests for CUB models

Asymmetric multidimensional scaling models for seriations

An approach to ranking the hedge funds industry

Correction of incoherences in statistical matching

The analysis of network additionality in the context of territorial innovation policy

Clustering and registration of multidimensional functional data

Classifying tourism destinations

On two classes of weighted rank correlation measures deriving from teh Spearman's r

Beanplot data analysis in a temporal framework

Supervised classification of facial expressions

Grouping around different dimensional affine subspaces

Hospital clustering in the treatment of acute myocardial infarction patients via a Bayesian semiparametric approach

A new fuzzy method to classify professional profiles from job announcements

A metric based approach for the Least Square Regression of multivariate model symbolic data

A Gaussian-Von Mises Hidden Markov model for clustering multivariate linear-circular data

And further articles

Notes:

Includes bibliographical references and index

Online resource; title from PDF title page (SpringerLink, viewed July 15, 2013)

Other Format:

Print version Giudici, Paolo. Statistical models for data analysis

ISBN:

9783319000329

3319000322

3319000314

9783319000312

OCLC:

852794038

Access Restriction:

Restricted for use by site license