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High-dimensional Data Analysis , Free Shipping

Posted at: Offers to Sell and Export | Posted on: Thu 02 Dec, 2010 1:05 pm | Product Category: Reference books [3760]
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Product Details

Author Cai Tianwen

Publisher • Higher Education Press

Isbn 9787040298512


October, 2010

Pages 307

Size 16K

Edition 1st

Format Hardcover

Language English

Page material gelatine plate paper

Product Description:

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.

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