Quasi-Oracle Estimation of Heterogeneous Treatment Effects
☆121Apr 10, 2021Updated 4 years ago
Alternatives and similar repositories for rlearner
Users that are interested in rlearner are comparing it to the libraries listed below
Sorting:
- Policy learning via doubly robust empirical welfare maximization over trees☆86Feb 18, 2026Updated last week
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Jan 4, 2023Updated 3 years ago
- ☆28Mar 30, 2024Updated last year
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 3 years ago
- R package cfcausal☆33Dec 6, 2022Updated 3 years ago
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated last year
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆28Apr 5, 2025Updated 10 months ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- 🎯🎓 Generalized Targeted Learning Framework☆41Jun 17, 2025Updated 8 months ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Jul 29, 2021Updated 4 years ago
- ☆34Jun 18, 2022Updated 3 years ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated 8 months ago
- Generalized Random Forests☆1,070Feb 19, 2026Updated last week
- An Interface to Specify Causal Graphs and Compute Balke Bounds☆22Feb 26, 2025Updated last year
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆16Apr 17, 2020Updated 5 years ago
- ☆97Jan 4, 2024Updated 2 years ago
- ☆48Jan 20, 2023Updated 3 years ago
- Introduction to Econometrics at the University of Oregon (EC421) during Winter quarter, 2022. Taught by Ed Rubin.☆13Mar 5, 2022Updated 3 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Dec 21, 2025Updated 2 months ago
- DoubleML - Double Machine Learning in R☆160Apr 14, 2025Updated 10 months ago
- Implementation of Double Machine Learning☆37Feb 19, 2026Updated last week
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Sep 6, 2025Updated 5 months ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 5 months ago
- ☆10Nov 30, 2022Updated 3 years ago
- ☆20Nov 5, 2018Updated 7 years ago
- WeightIt: an R package for propensity score weighting☆123Feb 19, 2026Updated last week
- Causal Inference using Bayesian Additive Regression Trees☆86Jul 30, 2025Updated 7 months ago
- Code to run submissions for the Atlantic Causal Inference Competition☆45Aug 14, 2024Updated last year
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 9, 2022Updated 3 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆69Jul 18, 2024Updated last year
- Data for and description of the ACIC 2023 data competition☆32Jun 9, 2023Updated 2 years ago
- ☆44Apr 24, 2021Updated 4 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆15Jan 8, 2026Updated last month
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 2 months ago
- Double Machine Learning for Multiple Treatments☆41Dec 4, 2020Updated 5 years ago
- Targeted Learning for Survival Analysis☆23Nov 19, 2023Updated 2 years ago
- Working repository for Causal Tree and extensions☆448Apr 12, 2025Updated 10 months ago
- Longitudinal Targeted Maximum Likelihood Estimation package☆27Apr 17, 2023Updated 2 years ago
- Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying c…☆27May 11, 2023Updated 2 years ago