High-dimensional Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Cai, T. Tony; Shen, Xiaotong; 作者

译者

2010-12 出版日期

320 页数

$ 85.00 价格

丛书系列

9789814324854 图书编码

High-dimensional Data Analysis 在线电子书图书标签: 数据高维

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High-dimensional Data Analysis 在线电子书著者简介

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High-dimensional Data Analysis 在线电子书图书描述

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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