High-dimensional Data Analysis

Name: High-dimensional Data Analysis
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789814324854
Price: 2508 CZK
Availability: InStock

Autor: T. Tony Cai, Xiaotong Shen

Jazyk:

Vazba: Pevná

Vydavatel: World Scientific Publishing Co Pte Ltd

Dostupnost: Skladem u dodavatele

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2 508 Kč

Over the last few years, significant developments have been taking place in high-dimensional data an...

Informace o knize

Autor

T. Tony Cai, Xiaotong Shen

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2010

Stránek

320

EAN

9789814324854

ISBN

981432485X

Enbook ID

05070284

Vydavatel

World Scientific Publishing Co Pte Ltd

Hmotnost

618

Rozměry

170 x 245 x 24

Kompletní popis

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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High-dimensional Data Analysis

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