Bayesian Computation with R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


Bayesian Computation with R

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Jim Albert 作者
Springer
譯者
2008-7-9 出版日期
270 頁數
GBP 34.99 價格
Paperback
Use R 叢書系列
9780387713847 圖書編碼

Bayesian Computation with R 在線電子書 圖書標籤: R  Bayesian  貝葉斯  Statistics  統計  R語言  統計學  計算機科學   


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發表於2024-12-23

Bayesian Computation with R 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Bayesian Computation with R 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Bayesian Computation with R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



Bayesian Computation with R 在線電子書 用戶評價

評分

讀到一半,不錯的text book。打算這兩天宅著讀完。不太熟悉R,書中的很多函數需要加載相應程序包以後纔能運行

評分

讀到一半,不錯的text book。打算這兩天宅著讀完。不太熟悉R,書中的很多函數需要加載相應程序包以後纔能運行

評分

讀到一半,不錯的text book。打算這兩天宅著讀完。不太熟悉R,書中的很多函數需要加載相應程序包以後纔能運行

評分

:無

評分

結閤A first course in Bayesian Statistic mathods 簡直完美

Bayesian Computation with R 在線電子書 著者簡介


Bayesian Computation with R 在線電子書 著者簡介


Bayesian Computation with R 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Bayesian Computation with R 在線電子書 圖書描述

There has been a dramatic growth in the development and application of Bayesian inferential methods. Some of this growth is due to the availability of powerful simulation-based algorithms to summarize posterior distributions. There has been also a growing interest in the use of the system R for statistical analyses. R's open source nature, free availability, and large number of contributor packages have made R the software of choice for many statisticians in education and industry.

Bayesian Computation with R introduces Bayesian modeling by the use of computation using the R language. The early chapters present the basic tenets of Bayesian thinking by use of familiar one and two-parameter inferential problems. Bayesian computational methods such as Laplace's method, rejection sampling, and the SIR algorithm are illustrated in the context of a random effects model. The construction and implementation of Markov Chain Monte Carlo (MCMC) methods is introduced. These simulation-based algorithms are implemented for a variety of Bayesian applications such as normal and binary response regression, hierarchical modeling, order-restricted inference, and robust modeling. Algorithms written in R are used to develop Bayesian tests and assess Bayesian models by use of the posterior predictive distribution. The use of R to interface with WinBUGS, a popular MCMC computing language, is described with several illustrative examples.

This book is a suitable companion book for an introductory course on Bayesian methods. Also the book is valuable to the statistical practitioner who wishes to learn more about the R language and Bayesian methodology. The LearnBayes package, written by the author and available from the CRAN website, contains all of the R functions described in the book.

Bayesian Computation with R 在線電子書 下載 mobi epub pdf txt 在線電子書下載


想要找書就要到 圖書目錄大全
立刻按 ctrl+D收藏本頁
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Bayesian Computation with R 在線電子書 讀後感

評分

感觉超级好的textbook,虽然一直不习惯R,当时还是把书上的code跑了过半,感觉对理解bayesian超级有帮助。不像其他学科,初学bayesian应该一开始就和computer结合,不然真的很没趣。这本书没太多理论,提供大量操作,循序渐进,由简单到复杂,初学bayesian如果能结合这本书一起...

評分

作者有点强推自己写的R包了,对bayesian的理论思想讲的不够清楚,适合有一定理论基础的同学看,学习如何实现MCMC,推荐先看Bayesian data analysis。 其实bayesian相比frequentist理论上要简单的多,无论是估计,检验,还是回归,无非就是先验,likelihood,后验的套路。  

評分

作者有点强推自己写的R包了,对bayesian的理论思想讲的不够清楚,适合有一定理论基础的同学看,学习如何实现MCMC,推荐先看Bayesian data analysis。 其实bayesian相比frequentist理论上要简单的多,无论是估计,检验,还是回归,无非就是先验,likelihood,后验的套路。  

評分

作者有点强推自己写的R包了,对bayesian的理论思想讲的不够清楚,适合有一定理论基础的同学看,学习如何实现MCMC,推荐先看Bayesian data analysis。 其实bayesian相比frequentist理论上要简单的多,无论是估计,检验,还是回归,无非就是先验,likelihood,后验的套路。  

評分

感觉超级好的textbook,虽然一直不习惯R,当时还是把书上的code跑了过半,感觉对理解bayesian超级有帮助。不像其他学科,初学bayesian应该一开始就和computer结合,不然真的很没趣。这本书没太多理论,提供大量操作,循序渐进,由简单到复杂,初学bayesian如果能结合这本书一起...

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