Subjective Bayesian Analysis: Principles and Practice 论文

2006Bayesian Analysis引用 216顶会
Gaussian Processes and Bayesian InferencePhilosophy and History of ScienceStatistics Education and Methodologies

摘要

We address the position of subjectivism within Bayesian statistics. We argue, first, that the subjectivist Bayes approach is the only feasible method for tackling many important practical problems. Second, we describe the essential role of the subjectivist approach in scientific analysis. Third, we consider possible modifications to the Bayesian approach from a subjectivist viewpoint. Finally, we address the issue of pragmatism in implementing the subjectivist approach.