Theory and computations for the Dirichlet process and related models: An overview
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- 作者：Alejandro Jara atjara@uc.cl
- 关键词：Random probability distributions ; Hierarchical model ; Density estimation ; Conditional density estimation
- 刊名：International Journal of Approximate Reasoning
- 出版年：2017
- 出版时间：February 2017
- 年：2017
- 卷：81
- 期：Complete
- 页码：128-146
- 全文大小：592 K
- 卷排序：81
文摘
Overview of Bayesian nonparametric models for probability distributions. Overview of Bayesian nonparametric models for sets of predictor-dependent probability distributions. Overview of computational Markov chain Monte Carlo algorithms for Bayesian nonparametric models for probability distributions.