Bayesian Analysis of Simple Random Densities

• 作者: Carlos A. de B. Pereira Paulo C. Marques F.
• 来源期刊: 统计学期刊(英文)
• 学科: 数学
• 关键词: BAYESIAN Nonparametrics BAYESIAN Density Estimation RANDOM DENSITIES RANDOM PARTITIONS STOCHASTIC Simulations SMOOTHING
• 年，卷（期）: 2014,（5）
• 页码范围: 377-390
• 页数: 14页
• 分类号: O1

摘要

A tractable nonparametric prior over densities is introduced which is closed under sampling and exhibits proper posterior asymptotics.