> For the complete documentation index, see [llms.txt](https://luweikxy.gitbook.io/machine-learning-notes/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://luweikxy.gitbook.io/machine-learning-notes/statistics-and-information-theory/conjugate-prior.md).

# 共轭先验

* [返回顶层目录](https://luweikxy.gitbook.io/machine-learning-notes/statistics-and-information-theory/pages/-LpO5vE88qYwjk5WM_Qf#目录)
* [返回上层目录](/machine-learning-notes/statistics-and-information-theory.md)

[关于Beta分布、二项分布与Dirichlet分布、多项分布的关系](https://www.cnblogs.com/wybang/p/3206719.html)

指数分布族选择的共轭先验有如下特征：

![exp-conjugate-prior](/files/-LpO6-skwCm2Uc440ZWS)

对应的后验分布为：

![exp-conjugate-posterior](/files/-LpO6-sotyEULBo2pt2L)
