来源:计量经济学服务中心 本文约2700字,建议阅读8分钟
本文为你介绍了因果推断书籍的代码合集。
1、Causal Inference: The Mixtape
来源:
https://mixtape.scunning.com/index.html
简介
书籍目录
1介绍
2概率与回归回顾
3有向无环图
4潜在结果因果模型
5匹配与子分类
6断点回归
7工具变量
8面板数据
9双重差分
10合成控制
11结论
教学资源
致谢
勘误表
参考文献
代码链接
2、Causal Inference: What If
书籍开源地址:
https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/
下载地址:
https://cdn1.sph.harvard.edu/wp-content/uploads/sites/1268/2019/10/ci_hernanrobins_14oct19.pdf
代码链接
https://gitee.com/econometric/causal_inference_python_code
3、Mostly Harmless Econometrics
评价:
Mostly Harmless Replication
Questions about Questions
The Experimental Ideal
Making Regression Make Sense
Instrumental Variables in Action
Parallel Worlds
Getting a Little Jumpy
Quantile Regression
Nonstandard Standard Error Issues
代码链接:
https://gitee.com/econometric/mostly-harmless-replication
4、基本有用的计量经济学(MUSE)
代码链接:
https://gitee.com/econometric/causalinference
5、The Effect: An Introduction to Research Design and Causality
简介
代码链接:
https://gitee.com/econometric/CausalitySlides