Description: High-Dimensional Data Analysis, Hardcover by Cai, T. Tony (EDT); Shen, Xiaotong (EDT), ISBN 981432485X, ISBN-13 9789814324854, Brand New, Free shipping in the US 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 is structured around topics on multiple hypothesis testing, feature selection, regression, classification, dimension reduction, as well as applications in survival analysis and biomedical will appeal to graduate students and new researchers interested in the plethora of opportunities available in high-dimensional data analysis.
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Book Title: High-Dimensional Data Analysis
Publisher: World Industries Scientific Publishing Co Pte LTD
Subject: Probability & Statistics / General, Probability & Statistics / Regression Analysis, Combinatorics, Applied
Publication Year: 2010
Number of Pages: 320 Pages
Publication Name: High-Dimensional Data Analysis : Frontiers of Statistics
Language: English
Item Weight: 0 Oz
Type: Textbook
Author: Tony caï
Subject Area: Mathematics
Format: Hardcover
