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Principal Component Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

Principal Component Analysis
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简体网页||繁体网页
I.T. Jolliffe 作者
Springer
译者
2002-10-01 出版日期
518 页数
USD 99.00 价格
Hardcover
丛书系列
9780387954424 图书编码

Principal Component Analysis 在线电子书 图书标签: 主成份分析  数学  计算机  高维数据算法必备  统计学  统计  机器学习  数据挖掘   

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Principal Component Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Principal Component Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Principal Component Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024


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PCA, working paper reference book

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PCA, working paper reference book

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PCA, working paper reference book

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Principal Component Analysis 在线电子书 图书描述

Principal component analysis is central to the study of multivariate data. Although one of the earliest multivariate techniques it continues to be the subject of much research, ranging from new model- based approaches to algorithmic ideas from neural networks. It is extremely versatile with applications in many disciplines. The first edition of this book was the first comprehensive text written solely on principal component analysis. The second edition updates and substantially expands the original version, and is once again the definitive text on the subject. It includes core material, current research and a wide range of applications. Its length is nearly double that of the first edition. Researchers in statistics, or in other fields that use principal component analysis, will find that the book gives an authoritative yet accessible account of the subject. It is also a valuable resource for graduate courses in multivariate analysis. The book requires some knowledge of matrix algebra. Ian Jolliffe is Professor of Statistics at the University of Aberdeen. He is author or co-author of over 60 research papers and three other books. His research interests are broad, but aspects of principal component analysis have fascinated him and kept him busy for over 30 years.

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