xnie / rlearnerLinks
Quasi-Oracle Estimation of Heterogeneous Treatment Effects
☆113Updated 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☆83Updated 2 weeks ago
- ☆42Updated 4 years ago
- Implementing MCMC sampling from scratch in R for various Bayesian models☆109Updated last year
- ☆44Updated 2 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 11 months ago
- Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…☆17Updated last year
- DoubleML - Double Machine Learning in R☆150Updated 3 months ago
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆177Updated 2 months ago
- Causal Inference using Bayesian Additive Regression Trees☆81Updated last week
- Sufficient Representation for Categorical Variables https://arxiv.org/abs/1908.09874v1☆14Updated 5 years ago
- WeightIt: an R package for propensity score weighting☆115Updated 3 weeks ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆67Updated 4 years ago
- Packages of Example Data for The Effect☆140Updated 8 months ago
- Bayesian Causal Forests☆48Updated last year
- Augmented Synthetic Control Method☆157Updated 6 months ago
- Double Machine Learning for Multiple Treatments☆41Updated 4 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆26Updated 8 months ago
- Working repository for Causal Tree and extensions☆443Updated 3 months ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆34Updated 4 years ago
- Generalized Synthetic Control Method☆143Updated 4 months ago
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆77Updated 2 months ago
- Implementation of Double Machine Learning☆36Updated 3 months ago
- Simulating Longitudinal and Network Data with Causal Inference Applications☆70Updated last year
- Drawing graphical models for causal inference using LaTeX☆117Updated 2 years ago
- ☆34Updated 3 years ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆14Updated 3 years ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆25Updated 2 years ago
- ☆237Updated 2 years ago
- Heterogeneous Treatment Effects☆16Updated 2 years ago