Książka High-dimensional Data Analysis T. Tony Cai

High-dimensional Data Analysis

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
459.99
Over the last few years, significant developments have been taking place in high-dimensional data an...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2010
strony
320
EAN
9789814324854
ISBN
981432485X
Enbook ID
05070284
Waga
618
Wymiary
170 x 245 x 24

Pełny opis

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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