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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Mathematics & science Mathematics Probability & statistics

• Plný název: High-dimensional Data Analysis
• Autor: T. Tony Cai, Xiaotong Shen
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 320
• EAN: 9789814324854
• ISBN: 981432485X
• ID: 05070284
• Nakladatelství: World Scientific Publishing Co Pte Ltd
• Hmotnost: 618 g
• Rozměry: 245 × 170 × 24 mm
• Datum vydání: 15. December 2010

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