High-Dimensional Data Analysis - Couverture rigide

 
9789814324854: High-Dimensional Data Analysis
Couverture rigide
ISBN 10 : 981432485X ISBN 13 : 9789814324854
Editeur : World Scientific Publishing Co Pte Ltd, 2010

Synopsis

Over the last few years, significant developments have been taking place in high-dimensional data analysis, driven primarily by a wide range of applications in many fields such as genomics and signal processing. In particular, substantial advances have been made in the areas of feature selection, covariance estimation, classification and regression. This book intends to examine important issues arising from high-dimensional data analysis to explore key ideas for statistical inference and prediction.It is structured around topics on multiple hypothesis testing, feature selection, regression, classification, dimension reduction, as well as applications in survival analysis and biomedical research.The book will appeal to graduate students and new researchers interested in the plethora of opportunities available in high-dimensional data analysis.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2010
Langue
anglais
ISBN 10 
981432485X
ISBN 13 
9789814324854
Reliure
Relié
Nombre de pages
320
Éditeur
Cai T Tony, Shen Xiaotong
Coordonnées du fabricant
non disponible
Personne responsable
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
22763
Allemagne