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HIGH-DIMENSIONAL DATA ANALYSIS (V2): 2 (FRONTIERS OF STATISTICS) - Tapa dura

TONY CAI & XIAOTONG SHEN

 
9789814324854: HIGH-DIMENSIONAL DATA ANALYSIS (V2): 2 (FRONTIERS OF STATISTICS)
Tapa dura
ISBN 10: 981432485X ISBN 13: 9789814324854
Editorial: WSP/OTHER PUBLR, 2010

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
WSP/OTHER PUBLR
Año de publicación
2010
Idioma
Inglés
ISBN 10 
981432485X
ISBN 13 
9789814324854
Encuadernación
Tapa dura
Número de páginas
320
Editor
Tony Cai, Shen Xiaotong
Contacto del fabricante
no disponible
Persona responsable
GPSR Kontakt
gpsr@libri.de

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