High-Dimensional Data Analysis (V2)
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Book Overview Over the last few years, significant developments have been taking place in high-dimensional data analysis, driven primarily by a wide ra...
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.
Book Details Format: Hardcover | Pages: 307 | Language: English | Publisher: WORLD SCIENTIFIC PUB CO INC | ISBN: 981432485X
FormatHardcover
Pages307
LanguageEnglish
ISBN981432485X
EAN9789814324854
PublisherWORLD SCIENTIFIC PUB CO INC
Publication Date1970-01-01
AccessoriesNo Accessory
ConditionNew
Product TypeHARD COVER BOOKS
Weight1.6 Pounds
Length9.4 Inches
Width6.8 Inches
Height0.9 Inches
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