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High-dimensional Data Analysis

Language EnglishEnglish
Book Hardback
Book High-dimensional Data Analysis T. Tony Cai
Libristo code: 05070284
Publishers World Scientific Publishing Co Pte Ltd, December 2010
Over the last few years, significant developments have been taking place in high-dimensional data an... Full description
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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. This 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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About the book

Full name High-dimensional Data Analysis
Language English
Binding Book - Hardback
Date of issue 2010
Number of pages 320
EAN 9789814324854
ISBN 981432485X
Libristo code 05070284
Weight 618
Dimensions 170 x 245 x 24
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