Statistical Rethinking 2024 pdf epub mobi 電子書下載

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Statistical Rethinking pdf epub mobi 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.

Statistical Rethinking pdf epub mobi 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 2024 pdf epub mobi 電子書下載

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發表於2024-05-17

Statistical Rethinking 2024 pdf epub mobi 電子書下載

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Statistical Rethinking pdf epub mobi 讀後感

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[http://www.tianjun.me/essays/119] [https://pan.baidu.com/s/1skZIvu9 【作者的視頻】] 最近這個月斷斷續續讀完瞭Statistical Rethinking一書，感覺這本書還是挺適閤入門的。作者的文風很好，每一章開頭都會引入一個有意思的例子方便讀者對本章的內容有一個大概的理解，不過...

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