# 5.1 马尔可夫链蒙特卡洛采样

## **本节预览：**

* [5.1.1 蒙特卡洛](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.1-meng-te-ka-luo)
* [5.1.2 采样](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.2-cai-yang)
* [5.1.3 马尔可夫链](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.3-ma-er-ke-fu-lian)
* [5.1.4 MCMC：MH采样算法证明](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.4-mcmcmh-cai-yang-suan-fa-zheng-ming)
* [5.1.5 MCMC在参数估计中的应用](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.5-mcmc-zai-can-shu-gu-ji-zhong-de-ying-yong)
* [5.1.5 MCMC在认知理论中的应用](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.5-mcmc-zai-can-shu-gu-ji-zhong-de-ying-yong)
* [5.1.7 MCMC的优势与劣势](https://ruyuanzhang.gitbook.io/compmodcogpsy/di-wu-zhang-jin-si-tui-duan/5.1-ma-er-ke-fu-lian-meng-te-ka-luo-cai-yang/5.1.7-mcmc-fang-fa-de-you-shi-yu-lie-shi)