This repository consolidates my teaching material for "Causal Machine Learning".
☆262Oct 24, 2025Updated 5 months ago
Alternatives and similar repositories for causalML-teaching
Users that are interested in causalML-teaching are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Advanced causal inference and research design course☆94Oct 15, 2021Updated 4 years ago
- Implementation of Double Machine Learning☆37Feb 19, 2026Updated last month
- Repo for Yale Applied Empirical Methods PHD Course☆2,152Mar 3, 2026Updated 3 weeks ago
- Machine Learning and Causal Inference taught by Brigham Frandsen☆222Oct 13, 2025Updated 5 months ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆35Jan 26, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 4 years ago
- Replication code and downloadable example data sets for The Effect☆207Feb 4, 2026Updated last month
- Robust inference in difference-in-differences and event study designs☆226Mar 11, 2026Updated 2 weeks ago
- Slides for the Seattle University Causal Inference Class☆149Mar 4, 2021Updated 5 years ago
- Keeping track of what is going on with the latest DiD innovations.☆517Jan 16, 2026Updated 2 months ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆15Feb 28, 2025Updated last year
- Causal-inference oriented doctoral econometrics course at UO☆82Jun 1, 2021Updated 4 years ago
- (Advanced) Applied Econometrics☆300Updated this week
- Lecture notes for EC 607☆1,668Apr 3, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- A curated list of causal inference libraries, resources, and applications.☆1,112Dec 29, 2025Updated 2 months ago
- Causal Inference II Mixtape Session taught by Scott Cunningham☆225Nov 23, 2025Updated 4 months ago
- Generic functions for treatment effects with panel data☆12Jan 10, 2025Updated last year
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆78Dec 16, 2025Updated 3 months ago
- Tutorial on the implementation of difference-in-difference analyses for estimating the effect of a group-level treatment among the treate…☆13Sep 8, 2023Updated 2 years ago
- Jupyter notebooks for MIT 14.38 Causal Machine Learning course☆16Apr 29, 2025Updated 10 months ago
- Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2020 Taugh…☆82Jan 11, 2021Updated 5 years ago
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 9, 2022Updated 3 years ago
- This Jupyterbook has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and …☆14May 5, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- python implementation of Peng Ding's "First Course in Causal Inference"☆182Jun 6, 2024Updated last year
- Two-stage Difference-in-Differences package following Gardner (2021)☆111Mar 12, 2026Updated 2 weeks ago
- Code to replicate the simulation study in the paper "Calibrating doubly-robust estimators with unbalanced treatment assignment"☆15May 20, 2024Updated last year
- ☆297May 27, 2021Updated 4 years ago
- Slides for the PhD level course in Econometrics at the Tinbergen Institute, Amsterdam☆216Dec 30, 2023Updated 2 years ago
- Coding course to complete Data Analysis in R☆127Oct 18, 2024Updated last year
- Quarto Templates for Applied Economic Research Projects☆17Sep 19, 2025Updated 6 months ago
- A Stata package that acts as a wrapper for Callaway and Sant'anna's R did package☆31Aug 19, 2021Updated 4 years ago
- Data, Code and other material for CodeChella concert☆167Aug 2, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆91Dec 1, 2025Updated 3 months ago
- ☆16Jun 27, 2024Updated last year
- This repository summarizes the traditional and recently proposed estimators in the difference-in-differences research design.☆119Apr 19, 2024Updated last year
- AEM 7130: Dynamic Optimization/Computational Methods☆119Jun 29, 2024Updated last year
- rddapp: Regression Discontinuity Design Application☆11Sep 2, 2025Updated 6 months ago
- ☆22Sep 8, 2019Updated 6 years ago
- R instructions for our research projects☆117Nov 9, 2025Updated 4 months ago