https://github.com/daizedong/introduction-to-causal-inference
Notes and slides on Brady Neal's online Causal Inference course in English. 因果推理入门课程(by Brady Neal)的英文笔记，分享以供交流，已完结。
https://github.com/daizedong/introduction-to-causal-inference
causal-inference causality course notes
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Notes and slides on Brady Neal's online Causal Inference course in English. 因果推理入门课程(by Brady Neal)的英文笔记，分享以供交流，已完结。
- Host: GitHub
- URL: https://github.com/daizedong/introduction-to-causal-inference
- Owner: DaizeDong
- Created: 2022-07-31T12:09:10.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2022-08-26T13:32:49.000Z (almost 4 years ago)
- Last Synced: 2025-02-13T22:26:19.091Z (over 1 year ago)
- Topics: causal-inference, causality, course, notes
- Homepage:
- Size: 70.3 MB
- Stars: 5
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Introduction to Causal Inference
## Introduction
### Repository
Notes and slides on Brady Neal's online Causal Inference course in English.
因果推理入门课程(by Brady Neal)的英文笔记，分享以供交流，已完结。
### Course
This course covers both SCM and RCM in causal inference:
1. SCM: Mainly about Structural Causal Model (SCM) framework.
2. RCM: Mainly about Rubin Causal Model (RCM), a.k.a, Potential Outcome framework (PO).
**Course Website：** [Introduction to Causal Inference (bradyneal.com)](https://www.bradyneal.com/causal-inference-course)
**Videos:** [Intro and Outline of A Brief Introduction to Causal Inference - YouTube](https://www.youtube.com/watch?v=CfzO4IEMVUk&list=PLoazKTcS0Rzb6bb9L508cyJ1z-U9iWkA0)
**Textbook：** [Introduction_to_Causal_Inference-Dec17_2020-Neal](https://www.bradyneal.com/Introduction_to_Causal_Inference-Dec17_2020-Neal.pdf)
## Progress
All chapters finished.
**Last Update:** August 26th, 2022.