Implementation of Double Machine Learning
☆38Aug 13, 2026Updated 2 months ago
Alternatives and similar repositories for causalDML
Users that are interested in causalDML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 5 years ago
- orf: R package☆12Jul 26, 2022Updated 4 years ago
- Code for DID chapter☆12May 30, 2023Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 11, 2026Updated 6 months ago
- causalweight: An R Package for Causal Inference and Mediation Analysis☆16Mar 6, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Computational Data Analytics for Economists☆15Jan 9, 2022Updated 4 years ago
- Sensitivity analysis tools for causal ML☆20Aug 31, 2026Updated last month
- Double Machine Learning for Multiple Treatments☆41Dec 4, 2020Updated 5 years ago
- Introduction to Econometrics at the University of Oregon (EC421) during Winter quarter, 2022. Taught by Ed Rubin.☆13Mar 5, 2022Updated 4 years ago
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆80Jul 2, 2026Updated 3 months ago
- CRAN Task View: Causal Inference☆20Updated this week
- ☆21Apr 1, 2021Updated 5 years ago
- Drops literature reviews in public places☆13Mar 31, 2023Updated 3 years ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆264Oct 24, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Causal-inference oriented doctoral econometrics course at UO☆15Jun 9, 2022Updated 4 years ago
- ☆22Sep 8, 2019Updated 7 years ago
- Repository for PLSC 40502 - "Data Analysis with Statistical Models"☆14Mar 6, 2025Updated last year
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆17Jun 14, 2022Updated 4 years ago
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆15Feb 28, 2025Updated last year
- Notes and code for the second part of Econ 722 at UPenn☆20Feb 2, 2021Updated 5 years ago
- Double/Debiased Machine Learning implementation for Stata☆19Feb 12, 2026Updated 8 months ago
- ☆20Feb 14, 2024Updated 2 years ago
- Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2022) Taug…☆19Mar 15, 2022Updated 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.
- Statistical Tools for Causal Inference☆40Mar 21, 2025Updated last year
- Double Machine Learning for panel data models with fixed effects☆20May 15, 2026Updated 4 months ago
- Synthetic data using Generative Adversarial Networks☆12Oct 4, 2023Updated 3 years ago
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆14Jul 25, 2026Updated 2 months ago
- Successive Halving and Hyperband in the mlr3 ecosystem☆19Sep 23, 2026Updated 2 weeks ago
- Synthetic controls for micro-level data☆16Apr 25, 2025Updated last year
- Two-Stage Difference-in-Differences following Gardner (2021)☆35Oct 6, 2026Updated last week
- ☆28Aug 7, 2025Updated last year
- Tidy methods for Bayesian treatment effect models☆17Oct 2, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- An R package for tidyverse-friendly causal inference☆10Aug 2, 2019Updated 7 years ago
- R package for the Synthetic Control Using Lasso (SCUL) estimator from Hollingsworth and Wing (2020)☆27Oct 10, 2023Updated 3 years ago
- lmw: Linear Model Weights☆11Feb 8, 2024Updated 2 years ago
- Machine Learning for Economists and Business Analysts☆25Mar 25, 2026Updated 6 months ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆69Oct 24, 2020Updated 5 years ago
- Difference-in-differences Imputation-based Estimator proposed by Borusyak, Jaravel, and Spiess (2021)☆59Sep 28, 2026Updated 2 weeks ago
- Applied Econometrics 2021☆33Jul 15, 2021Updated 5 years ago