"Bayesian inference, model checking, prior-data conflict, and inferences via Bayes factors and relative belief ratios"

“贝叶斯推理、模型检查、先验数据冲突以及通过贝叶斯因子和相对置信比进行的推理”

• 批准号: 3120-2012
• 负责人: Evans, Michael
• 金额: $ 1.09万
• 依托单位: University of Toronto
• 依托单位国家: 加拿大
• 项目类别: Discovery Grants Program - Individual
• 财政年份: 2014
• 资助国家: 加拿大
• 起止时间: 2014-01-01 至 2015-12-31
• 项目状态: 已结题
• 来源: https://www.nserc-crsng.gc.ca/ase-oro/Details-Detailles_eng.asp?id=544080
• 关键词: Bayesian; inference; model; checking; prior

This research is concerned with developing statistical methodology for model checking, checking for prior-data conflict, selection of priors and invariant methods for statistical inference. Applications are made to practical problems in statistical genetics, marketing, machine learning and population health studies.

本研究主要探讨模型检验的统计方法、验前资料冲突的检验、验前资料的选择以及统计推论的不变量方法。应用程序在统计遗传学，市场营销，机器学习和人口健康研究的实际问题。