{"id":23359624,"url":"https://github.com/daizedong/introduction-to-causal-inference","last_synced_at":"2026-02-11T01:33:17.147Z","repository":{"id":168280957,"uuid":"519765715","full_name":"DaizeDong/Introduction-to-Causal-Inference","owner":"DaizeDong","description":"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。","archived":false,"fork":false,"pushed_at":"2022-08-26T13:32:49.000Z","size":73726,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-13T22:26:19.091Z","etag":null,"topics":["causal-inference","causality","course","notes"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DaizeDong.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2022-07-31T12:09:10.000Z","updated_at":"2024-08-16T07:40:04.000Z","dependencies_parsed_at":null,"dependency_job_id":"d78f0d6a-d9e4-4b03-b169-b357fc750579","html_url":"https://github.com/DaizeDong/Introduction-to-Causal-Inference","commit_stats":null,"previous_names":["sanjerry007/introduction-to-causal-inference","daizedong/introduction-to-causal-inference"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DaizeDong%2FIntroduction-to-Causal-Inference","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DaizeDong%2FIntroduction-to-Causal-Inference/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DaizeDong%2FIntroduction-to-Causal-Inference/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DaizeDong%2FIntroduction-to-Causal-Inference/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DaizeDong","download_url":"https://codeload.github.com/DaizeDong/Introduction-to-Causal-Inference/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247729470,"owners_count":20986392,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["causal-inference","causality","course","notes"],"created_at":"2024-12-21T11:11:26.388Z","updated_at":"2026-02-11T01:33:17.108Z","avatar_url":"https://github.com/DaizeDong.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Introduction to Causal Inference\n\n## Introduction\n\n### Repository\n\nNotes and slides on Brady Neal's online Causal Inference course in English.\n\n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。\n\n### Course\n\nThis course covers both SCM and RCM in causal inference:\n\n1. SCM: Mainly about Structural Causal Model (SCM) framework.\n2. RCM: Mainly about Rubin Causal Model (RCM), a.k.a, Potential Outcome framework (PO).\n\n**Course Website：** [Introduction to Causal Inference (bradyneal.com)](https://www.bradyneal.com/causal-inference-course)\n\n**Videos:** [Intro and Outline of A Brief Introduction to Causal Inference - YouTube](https://www.youtube.com/watch?v=CfzO4IEMVUk\u0026list=PLoazKTcS0Rzb6bb9L508cyJ1z-U9iWkA0)\n\n**Textbook：** [Introduction_to_Causal_Inference-Dec17_2020-Neal](https://www.bradyneal.com/Introduction_to_Causal_Inference-Dec17_2020-Neal.pdf)\n\n## Progress\n\nAll chapters finished.\n\n**Last Update:** August 26th, 2022.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaizedong%2Fintroduction-to-causal-inference","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdaizedong%2Fintroduction-to-causal-inference","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdaizedong%2Fintroduction-to-causal-inference/lists"}