High-dimensional Data Analysis

Name: High-dimensional Data Analysis
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789814324854
Price: 108.75 EUR
Availability: InStock

Autor: T. Tony Cai, Xiaotong Shen

Jazyk:

Väzba: Pevná

Vydavateľ: World Scientific Publishing Co Pte Ltd

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

108.75 €

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

Informácie o knihe

Autor

T. Tony Cai, Xiaotong Shen

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2010

Stránok

320

EAN

9789814324854

ISBN

981432485X

Enbook ID

05070284

Vydavateľ

World Scientific Publishing Co Pte Ltd

Hmotnosť

618

Rozmery

170 x 245 x 24

Kompletný 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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