Statistical models for data analysis /
Statistical models for data analysis /
editors Paolo Giudici, Salvatore Ingrassia, and Maurizio Vichi.
- xv, 419 pages : illustrations ; 23 cm.
- Studies in classification, data analysis, and knowledge organization, 1431-8814. .
- Studies in classification, data analysis, and knowledge organization. .
Includes bibliographical references and index.
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.
9783319000312 (alk. paper) 3319000314 (alk. paper) 9783319000329 (ebk.)
2013941993
Data mining.
Mathematical statistics.
QA276 / .S78328 2013
519.5 / S.
Includes bibliographical references and index.
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.
9783319000312 (alk. paper) 3319000314 (alk. paper) 9783319000329 (ebk.)
2013941993
Data mining.
Mathematical statistics.
QA276 / .S78328 2013
519.5 / S.