Documents disponibles dans la collection

Data analysis / Govaert,Gérard

Public ISBD Titre : Data analysis Type de document : texte imprimé Auteurs : Govaert,Gérard, Auteur Editeur : New York : Wiley Année de publication : 2009 Collection : Digital signal and image processing series Importance : 352 p. Format : 24 cm ISBN/ISSN/EAN : 978-1-84821-098-1 Note générale : First published in France in 2003 by Hermes Science /Laviosier Includes bibliographical references and index Langues : Anglais (eng) Mots-clés : Mathematical  statistics Statistiques Analyse  des  données Index. décimale : 519.2 Probabilités. Statistique mathématique Résumé : The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis. Note de contenu : 1. Principal Component Analysis: Application to Statistical Process Control 2. Correspondence Analysis: Extensions and Applications to the Statistical Analysis of Sensory Data 3. Exploratory Projection Pursuit 4. The Analysis of Proximity Data 5. Statistical Modeling of Functional Data 6. Discriminant Analysis 7. Cluster Analysis 8. Clustering and the Mixture Model 9. Spatial Data Clustering ISBN 13 : 978-1848210981 Data analysis [texte imprimé] / Govaert,Gérard, Auteur . - Wiley, 2009 . - 352 p. ; 24 cm. - (Digital signal and image processing series) . ISBN : 978-1-84821-098-1 First published in France in 2003 by Hermes Science /Laviosier Includes bibliographical references and index Langues : Anglais (eng) Mots-clés : Mathematical  statistics Statistiques Analyse  des  données Index. décimale : 519.2 Probabilités. Statistique mathématique Résumé : The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis. Note de contenu : 1. Principal Component Analysis: Application to Statistical Process Control 2. Correspondence Analysis: Extensions and Applications to the Statistical Analysis of Sensory Data 3. Exploratory Projection Pursuit 4. The Analysis of Proximity Data 5. Statistical Modeling of Functional Data 6. Discriminant Analysis 7. Cluster Analysis 8. Clustering and the Mixture Model 9. Spatial Data Clustering ISBN 13 : 978-1848210981

Exemplaires

Code-barres	Cote	Support	Localisation	Section	Disponibilité	Etat_Exemplaire
052124	519.2 GOV	Papier	Bibliothèque Centrale	Mathématiques	Disponible