您尚未登录,请登录后浏览更多内容! 登录 | 注册

QQ登录

只需一步,快速开始

 找回密码
 注册

QQ登录

只需一步,快速开始

查看: 480|回复: 5

Bayesian Model Selection and Statistical Modeling pdf by Tomohiro Ando

[复制链接]
  • TA的每日心情
    开心
    2016-3-19 06:18
  • 签到天数: 18 天

    [LV.4]偶尔看看III

    发表于 2016-7-26 11:46:45 | 显示全部楼层 |阅读模式
    Bayesian Model Selection and Statistical Modeling (Statistics: A Series of Textbooks and Monographs)pdf, 2010
    by Tomohiro Ando
    QQ浏览器截屏未命名.png

    高清pdf 回复可见
    游客,如果您要查看本帖隐藏内容请回复


    Along with many practical applications, Bayesian Model Selection and Statistical Modeling presents an array of Bayesian inference and model selection procedures. It thoroughly explains the concepts, illustrates the derivations of various Bayesian model selection criteria through examples, and provides R code for implementation.

    The author shows how to implement a variety of Bayesian inference using R and sampling methods, such as Markov chain Monte Carlo. He covers the different types of simulation-based Bayesian model selection criteria, including the numerical calculation of Bayes factors, the Bayesian predictive information criterion, and the deviance information criterion. He also provides a theoretical basis for the analysis of these criteria. In addition, the author discusses how Bayesian model averaging can simultaneously treat both model and parameter uncertainties.

    Selecting and constructing the appropriate statistical model significantly affect the quality of results in decision making, forecasting, stochastic structure explorations, and other problems. Helping you choose the right Bayesian model, this book focuses on the framework for Bayesian model selection and includes practical examples of model selection criteria.

    回复

    使用道具 举报

  • TA的每日心情
    开心
    2018-11-22 08:46
  • 签到天数: 1399 天

    [LV.10]以坛为家III

    发表于 2016-7-26 14:42:31 | 显示全部楼层
    look it thank you
    回复 支持 反对

    使用道具 举报

  • TA的每日心情
    难过
    2019-3-27 12:57
  • 签到天数: 63 天

    [LV.6]常住居民II

    发表于 2016-7-30 18:02:43 | 显示全部楼层
    thanks for sharing
    回复 支持 反对

    使用道具 举报

  • TA的每日心情
    开心
    2016-10-5 08:03
  • 签到天数: 25 天

    [LV.4]偶尔看看III

    发表于 2016-9-6 21:27:21 | 显示全部楼层
    谢谢楼主辛苦分享==
    回复 支持 反对

    使用道具 举报

  • TA的每日心情
    开心
    昨天 15:24
  • 签到天数: 916 天

    [LV.10]以坛为家III

    发表于 2017-2-3 19:51:50 | 显示全部楼层
    感谢楼主辛苦分享!!
    回复 支持 反对

    使用道具 举报

    您需要登录后才可以回帖 登录 | 注册

    本版积分规则

        
      手机版|Archiver|鄂ICP备16007464号

    GMT+8, 2019-8-24 03:54 , Processed in 0.214296 second(s), 25 queries .

    © 2001-2011 Powered by Discuz! X3.2. Theme By Yeei! Licensed

    返回顶部