This repository consolidates my teaching material for "Causal Machine Learning".
☆265Oct 24, 2025Updated 7 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☆39Feb 19, 2026Updated 3 months ago
- Repo for Yale Applied Empirical Methods PHD Course☆2,212Apr 30, 2026Updated 3 weeks ago
- Machine Learning and Causal Inference taught by Brigham Frandsen☆223Oct 13, 2025Updated 7 months ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆36Jan 26, 2025Updated last year
- Replication code and downloadable example data sets for The Effect☆206Feb 4, 2026Updated 3 months ago
- Robust inference in difference-in-differences and event study designs☆240Apr 12, 2026Updated last month
- Slides for the Seattle University Causal Inference Class☆148Mar 4, 2021Updated 5 years ago
- Keeping track of what is going on with the latest DiD innovations.☆524Jan 16, 2026Updated 4 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☆307Apr 28, 2026Updated 3 weeks ago
- Lecture notes for EC 607☆1,668Apr 3, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A curated list of causal inference libraries, resources, and applications.☆1,150Apr 21, 2026Updated last month
- Causal Inference II Mixtape Session taught by Scott Cunningham☆230Nov 23, 2025Updated 6 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 5 months ago
- Jupyter notebooks for MIT 14.38 Causal Machine Learning course☆16Apr 29, 2025Updated last year
- 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 3 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆184Jun 6, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Two-stage Difference-in-Differences package following Gardner (2021)☆111Mar 12, 2026Updated 2 months ago
- Code to replicate the simulation study in the paper "Calibrating doubly-robust estimators with unbalanced treatment assignment"☆15May 20, 2024Updated 2 years ago
- Slides for the PhD level course in Econometrics at the Tinbergen Institute, Amsterdam☆217Dec 30, 2023Updated 2 years ago
- ☆306May 27, 2021Updated 4 years ago
- Coding course to complete Data Analysis in R☆129Oct 18, 2024Updated last year
- Quarto Templates for Applied Economic Research Projects☆20May 16, 2026Updated last week
- A Stata package that acts as a wrapper for Callaway and Sant'anna's R did package☆31Aug 19, 2021Updated 4 years ago
- Tutorial on the implementation of difference-in-difference analyses for estimating the effect of a group-level treatment among the treate…☆15Sep 8, 2023Updated 2 years ago
- Data, Code and other material for CodeChella concert☆167Aug 2, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆93Dec 1, 2025Updated 5 months ago
- ☆18Jun 27, 2024Updated last year
- This repository summarizes the traditional and recently proposed estimators in the difference-in-differences research design.☆123Apr 19, 2024Updated 2 years ago
- AEM 7130: Dynamic Optimization/Computational Methods☆122Jun 29, 2024Updated last year
- R instructions for our research projects☆118Nov 9, 2025Updated 6 months ago
- ☆22Sep 8, 2019Updated 6 years ago
- PhD Applied Econometrics class taught at UC Berkeley☆376Feb 2, 2026Updated 3 months ago