Statistical Rethinking 在線電子書 圖書標籤: 統計學 統計 Statistics 貝葉斯 數學 bayesian 機器學習 數據科學
發表於2025-04-26
Statistical Rethinking 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025
吐血推薦 實在是寫的太好瞭
評分本來目的是貝葉斯的R實用,結果發現稍帶綜閤素質都提高瞭。這本兒真好。我現在就服認真起來的搖滾青年。德國人寫的英語我閱讀速度一直提不起來。
評分讀的第二版草稿,特彆好,學到瞭很多,作者是個十足的nerd,非常有趣。(作為入門太難瞭,希望自己水平提高後再看一遍)
評分讀的第二版草稿,特彆好,學到瞭很多,作者是個十足的nerd,非常有趣。(作為入門太難瞭,希望自己水平提高後再看一遍)
評分除瞭用R之外沒彆的毛病
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.
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.
[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[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[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[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[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...
Statistical Rethinking 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025