论贝叶斯方法在统计学中的相关性
统计方法学
2010-03-26 v3 统计计算
摘要
我们在此以中立和不可知论的方式论证贝叶斯方法的相关性和最终统一性。我们的主题是，贝叶斯数据分析是处理复杂模型的有效工具，应用科学中贝叶斯研究比例的增加证明了这一点。在本文中，我们不考虑关于概率更深层含义以及参数随机性质的哲学辩论，认为这些是过去的事情，对方法不利，且大多数旁观者无法理解。
引用
@article{arxiv.0909.5369,
title = {On the relevance of the Bayesian approach to Statistics},
author = {Christian P. Robert},
journal= {arXiv preprint arXiv:0909.5369},
year = {2010}
}
备注
This paper is written in conjunction with the 3rd Bayesian econometrics meeting that took place at the Rimini Centre for Economic Analysis on July 01-02, 2009. A version will eventually be published in the Review of Economic Analysis