HIGH-DIMENSIONAL DATA ANALYSIS (V2) (Frontiers of Statistics, Band 2) - Hardcover

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9789814324854: HIGH-DIMENSIONAL DATA ANALYSIS (V2) (Frontiers of Statistics, Band 2)
Hardcover
ISBN 10: 981432485X ISBN 13: 9789814324854
Verlag: WSP/OTHER PUBLR, 2010

Inhaltsangabe

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.

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Von der hinteren Coverseite

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.

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Verlag
WSP/OTHER PUBLR
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
981432485X
ISBN 13 
9789814324854
Einband
Gebundene Ausgabe
Anzahl der Seiten
320
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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