grf-labs / policytreeLinks
Policy learning via doubly robust empirical welfare maximization over trees
☆82Updated last year
Alternatives and similar repositories for policytree
Users that are interested in policytree are comparing it to the libraries listed below
Sorting:
- ☆95Updated last year
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆112Updated 4 years ago
- Design of Simulations using WGAN☆50Updated 2 years ago
- Packages of Example Data for The Effect☆140Updated 7 months ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 3 years ago
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆68Updated 5 months ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆25Updated 2 years ago
- Implementation of Double Machine Learning☆35Updated 2 months ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆35Updated 4 months ago
- ☆42Updated 4 years ago
- ☆100Updated 4 years ago
- Augmented Synthetic Control Method☆153Updated 4 months ago
- Matrix Completion Methods for Causal Panel Data Models☆100Updated 3 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆63Updated 4 years ago
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆14Updated 5 years ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆14Updated 3 years ago
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- fixed effect counterfactual estimators☆74Updated this week
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆33Updated 4 months ago
- difference-in-differences in Python☆100Updated last year
- Doubly Robust Difference-in-Differences Estimators☆92Updated 3 weeks ago
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆35Updated 3 months ago
- ☆22Updated 5 years ago
- Synthetic difference in differences for Python☆80Updated last year
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆53Updated 7 years ago
- Generalized Synthetic Control Method☆141Updated 2 months ago
- ☆123Updated 2 months ago
- Official repository for the mcf package.☆20Updated last week
- Bayesian Causal Forests☆45Updated last year
- pytorch implementation of BLP'95☆26Updated 5 years ago