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Statistics for High-Dimensional Data 2024 pdf epub mobi 電子書下載

Statistics for High-Dimensional Data

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Statistics for High-Dimensional Data pdf epub mobi 著者簡介

Statistics for High-Dimensional Data pdf epub mobi 圖書描述

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 2024 pdf epub mobi 電子書下載

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發表於2024-12-22

Statistics for High-Dimensional Data 2024 pdf epub mobi 電子書下載

Statistics for High-Dimensional Data 2024 pdf epub mobi 電子書下載

Statistics for High-Dimensional Data 2024 pdf epub mobi 電子書下載

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Statistics for High-Dimensional Data pdf epub mobi 讀後感

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出版者:Springer

作者:Peter Bühlmann

出品人:

頁數:558

譯者:

出版時間:2011-6-14

價格:USD 79.11

裝幀:Hardcover

isbn號碼:9783642201912

叢書系列:Springer Series in Statistics

圖書標籤: 機器學習統計 Statistics 數學統計學 high-dimension 統計理論 statistics

Statistics for High-Dimensional Data 2024 pdf epub mobi 電子書下載

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Statistics for High-Dimensional Data pdf epub mobi 用戶評價

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哦哦哦，對的還有這本！

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高維統計的入門書籍, 對高維的奠基性工作Lasso有比較詳細的介紹。主要著重在linear model上，也有作者實用上特彆是生物統計中的經驗。不錯的入門書籍

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哦哦哦，對的還有這本！

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peter課講得很好，這學期跟著他把這本書過瞭一遍。而且peter說快齣第二版瞭，加瞭一章講de-biased lasso：https://stat.ethz.ch/~buhlmann/teaching/desparsifiedLasso.pdf（可能還會有其他新內容？）

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