xnie / rlearnerLinks
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
☆119Updated 4 years ago
Alternatives and similar repositories for rlearner
Users that are interested in rlearner are comparing it to the libraries listed below
Sorting:
- ☆95Updated last year
- Policy learning via doubly robust empirical welfare maximization over trees☆86Updated 4 months ago
- ☆44Updated 4 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆43Updated last year
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- ☆48Updated 2 years ago
- DoubleML - Double Machine Learning in R☆154Updated 7 months ago
- Causal Inference using Bayesian Additive Regression Trees☆84Updated 4 months ago
- Double Machine Learning for Multiple Treatments☆41Updated 5 years ago
- Packages of Example Data for The Effect☆150Updated last year
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆18Updated last year
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆181Updated last month
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆16Updated 5 years ago
- WeightIt: an R package for propensity score weighting☆118Updated 3 weeks ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆111Updated last year
- Augmented Synthetic Control Method☆161Updated 10 months ago
- Bayesian Causal Forests☆50Updated last year
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Drawing graphical models for causal inference using LaTeX☆119Updated 2 years ago
- Generalized Synthetic Control Method☆145Updated 8 months ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆27Updated 2 years ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆14Updated 3 years ago
- Matrix Completion Methods for Causal Panel Data Models☆103Updated 4 years ago
- Implementation of Double Machine Learning☆36Updated 7 months ago
- ☆237Updated 2 years ago
- Working repository for Causal Tree and extensions☆447Updated 7 months ago
- ☆34Updated 3 years ago
- ☆130Updated 3 weeks ago