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README.md

贝叶斯计算

教材

教学安排

上课时间:2-13周,周3第5-8节,共48学时

上课地点:四号楼4224

教学内容

  • Basics of Bayesian analysis: BDA chapters 1:5 and parts of 6:9
  • Bayesian computation: BDA chapters 10:13 and Appendix C
  • Specific analyses: Regression and hierarchical models, BDA chapters 14:16

统计软件

R软件参考资料

其它选择

Matlab, SAS, Python, C/C++, Stata, etc.

数据科学中常用软件的比较

考核方式

最终成绩 = 平时作业(40%)+课程论文(60%)

平时作业

  • 3-4次大作业

课程论文

  • PPT汇报
  • 论文报告(电子版)

课程管理

课件和code:https://gitee.com/zhijianhe/bayesstat

雨课堂APP管理平台

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贝叶斯计算 expand collapse
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MulanPSL-2.0
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