Statistical Rethinking pdf epub mobi txt 電子書下載 2025

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Richard McElreath

Chapman and Hall/CRC

2015-12-21

487

USD 99.00

Hardcover

9781482253443

圖書標籤: 統計學統計 Statistics 貝葉斯數學 bayesian 機器學習數據科學

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发表于2025-02-22

Statistical Rethinking epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2025

Statistical Rethinking pdf epub mobi txt 電子書下載 2025

圖書描述

Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work.

The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation.

By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling.

Statistical Rethinking 下載 mobi epub pdf txt 電子書

著者簡介

Richard McElreath is the director of the Department of Human Behavior, Ecology, and Culture at the Max Planck Institute for Evolutionary Anthropology. He is also a professor in the Department of Anthropology at the University of California, Davis. His work lies at the intersection of evolutionary and cultural anthropology, specifically how the evolution of fancy social learning in humans accounts for the unusual nature of human adaptation and extraordinary scale and variety of human societies.

圖書目錄

Statistical Rethinking pdf epub mobi txt 電子書下載

想要找書就要到小哈圖書下載中心

qciss.net

立刻按 ctrl+D收藏本頁

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用戶評價

評分☆☆☆☆☆

唯一最大缺陷大概是太簡單，近乎沒有數學

評分☆☆☆☆☆

注重直觀，有很好的編程範例。

評分☆☆☆☆☆

挺好的，主要講思想，基本沒有任何數學上的細節。Youtube 上有視頻，作者應該是個搖滾青年。

評分☆☆☆☆☆

圖書館發現，翻瞭一下，感覺比Bayesian Data Analysis簡單太多瞭，可能對於入門比較好

評分☆☆☆☆☆

挺好的，主要講思想，基本沒有任何數學上的細節。Youtube 上有視頻，作者應該是個搖滾青年。

讀後感

評分☆☆☆☆☆

[http://www.tianjun.me/essays/119] [https://pan.baidu.com/s/1skZIvu9 【作者的视频】] 最近这个月断断续续读完了Statistical Rethinking一书，感觉这本书还是挺适合入门的。作者的文风很好，每一章开头都会引入一个有意思的例子方便读者对本章的内容有一个大概的理解，不过...

評分☆☆☆☆☆