期刊
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
卷 182, 期 2, 页码 389-402出版社
OXFORD UNIV PRESS
DOI: 10.1111/rssa.12378
关键词
Bayesian data analysis; Statistical graphics; Statistical workflow
资金
- Sloan Foundation
- Columbia University
- US National Science Foundation
- Institute for Education Sciences
- Office of Naval Research
- Defense Advanced Research Projects Agency
Bayesian data analysis is about more than just computing a posterior distribution, and Bayesian visualization is about more than trace plots of Markov chains. Practical Bayesian data analysis, like all data analysis, is an iterative process of model building, inference, model checking and evaluation, and model expansion. Visualization is helpful in each of these stages of the Bayesian workflow and it is indispensable when drawing inferences from the types of modern, high dimensional models that are used by applied researchers.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据