logo
科言猫学术研究的AI总结
language
手机端手机端
  • Phone Feature微信小程序
简体中文简体中文
notice消息通知
博客博客
delete
arrow
返回

Bayesian Diagnostics for Chain Event Graphs

delete2025-12-01
delete0
PRE
AI
R
Rachel L. Wilkerson *
J
Jim Q. Smith
DOI：10.1214/24-BA1447delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
链式事件图已被确立为一种实用的贝叶斯图形工具。尽管已为贝叶斯网络开发了专用诊断方法，但尚未为统计类链式事件图模型定义相应的诊断方法。借鉴贝叶斯网络预序诊断的方法论，本文为这一新类设计了若干新的贝叶斯诊断方法。这些方法可用于检查一个选定的模型——假定是该类中的最佳模型——是否捕捉了观测过程中大部分显著特征。这些诊断方法旨在检查随着关于某群体的数据被收集，选定模型的持续有效性。一项关于医疗结果的前期研究阐释了这些诊断方法的有效性。一个关于乳腺癌复发的第二个例子提供了一个更具表现力的示例。
Keyword:
diagnostics
staged trees
Chain Event Graphs

期刊

Bayesian Analysis 封面图
Bayesian Analysis
IF:
2.5
论文数:
34
被引数:
3.0K

机构

U
University of Warwick
学者数:
2.2W
论文数: 2.2W
被引数: 85
引用论文

引用论文

Causal analysis with Chain Event Graphs
errartificial intelligence review
IF4.6
err2010-08-01
err39
errOAAI
errThwaites, Peter; Smith, Jim Q.; Riccomagno, Eva
err分享
err收藏
Bayesian MAP model selection of chain event graphs
errJournal of Multivariate Analysis
IF0
err2011-08-01
err0
errOAAI
errG. Freeman; J.Q. Smith
err分享
err收藏
Dynamic staged trees for discrete multivariate time series: forecasting, model selection and causal analysis
errBayesian Analysis
IF0
err2011-06-01
err0
errOAAI
errGuy Freeman; Jim Q. Smith
err分享
err收藏
Conditional independence and chain event graphs
errartificial intelligence review
IF4.6
err2008-01-01
err68
errOAAI
errSmith, Jim Q.; Anderson, Paul E.
err分享
err收藏
ceg: Chain Event Graph
errCRAN: Contributed Packages
IF0
err2017-11-27
err0
PREAI
errCollazo,Rodrigo; Taranti,Pier
err分享
err收藏
A New Family of Non-Local Priors for Chain Event Graph Model Selection
errBayesian Analysis
IF0
err2016-12-01
err0
errOAAI
errRodrigo A. Collazo; Jim Q. Smith
err分享
err收藏
The dynamic chain event graph
errElectronic Journal of Statistics
IF0
err2015-01-01
err0
errOAAI
errLorna M. Barclay; Rodrigo A. Collazo; Jim Q. Smith; Peter A. Thwaites; Ann E. Nicholson
err分享
err收藏
Searching Multiregression Dynamic Models of Resting-State fMRI Networks Using Integer Programming
errBayesian Analysis
IF0
err2015-06-01
err0
errOAAI
errLilia Costa; Jim Smith; Thomas Nichols; James Cussens; Eugene P. Duff; Tamar R. Makin
err分享
err收藏
Refining a Bayesian Network using a Chain Event Graph使用链事件图细化贝叶斯网络
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2013-11-01
err33
errOAAI
errBarclay, L. M.; Hutton, J. L.; Smith, J. Q.
err分享
err收藏
The Art of Causal Conjecture
err
IF0
err1996-11-15
err0
PREAI
errGlenn Shafer
err分享
err收藏
学者 查看更多内容