A family of densities derived from the three-parameter Dirichlet process

A family of densities derived from the three-parameter Dirichlet process
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来自三参数狄利克雷过程的一系列密度

DOI:
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发表时间:
2002
影响因子:
1
通讯作者:
Matthew A. Carlton
Matthew A. Carlton
中科院分区:
数学4区
文献类型:
--
作者:
Matthew A. Carlton

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传统的狄利克雷过程的特点是其分布在状态空间的可测量分区上——即狄利克雷分布。在本文中,我们考虑狄利克雷过程及其引发的多元分布族的推广,特别关注多元密度函数易于处理的特殊情况。
The traditional Dirichlet process is characterized by its distribution on a measurable partition of the state space - namely, the Dirichlet distribution. In this paper, we consider a generalization of the Dirichlet process and the family of multivariate distributions it induces, with particular attention to a special case where the multivariate density function is tractable.