Statistics for High-Dimensional Data pdf epub mobi txt 电子书 下载 2024


Statistics for High-Dimensional Data

简体网页||繁体网页
Peter Bühlmann
Springer
2011-6-14
558
USD 79.11
Hardcover
Springer Series in Statistics
9783642201912

图书标签: 机器学习  统计  Statistics  数学  统计学  high-dimension  统计理论  statistics   


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发表于2024-11-05

Statistics for High-Dimensional Data epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Statistics for High-Dimensional Data epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Statistics for High-Dimensional Data pdf epub mobi txt 电子书 下载 2024



图书描述

Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed account of recently developed approaches, including the Lasso and versions of it for various models, boosting methods, undirected graphical modeling, and procedures controlling false positive selections. A special characteristic of the book is that it contains comprehensive mathematical theory on high-dimensional statistics combined with methodology, algorithms and illustrations with real data examples. This in-depth approach highlights the methods’ great potential and practical applicability in a variety of settings. As such, it is a valuable resource for researchers, graduate students and experts in statistics, applied mathematics and computer science.

Statistics for High-Dimensional Data 下载 mobi epub pdf txt 电子书

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Statistics for High-Dimensional Data pdf epub mobi txt 电子书 下载
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用户评价

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lasso讲的很清楚

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lasso讲的很清楚

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高维统计的入门书籍, 对高维的奠基性工作Lasso有比较详细的介绍。主要着重在linear model上,也有作者实用上特别是生物统计中的经验。不错的入门书籍

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哦哦哦,对的还有这本!

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lasso讲的很清楚

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Statistics for High-Dimensional Data pdf epub mobi txt 电子书 下载 2024


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