susanathey / causalTree
Working repository for Causal Tree and extensions
☆438Updated this week
Alternatives and similar repositories for causalTree:
Users that are interested in causalTree are comparing it to the libraries listed below
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆108Updated 4 years ago
- ☆234Updated 2 years ago
- Synthetic difference in differences☆280Updated last year
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆53Updated 7 years ago
- Generalized Random Forests☆1,007Updated this week
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆62Updated last year
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆156Updated 3 years ago
- ☆99Updated 4 years ago
- Augmented Synthetic Control Method☆151Updated 2 months ago
- Policy learning via doubly robust empirical welfare maximization over trees☆78Updated 10 months ago
- Implements the Causal Forest algorithm formulated in Athey and Wager (2018).☆71Updated 4 years ago
- A Python package for causal inference using Synthetic Controls☆181Updated last year
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Updated 8 years ago
- Data and Program files for Causal Inference: The Mixtape☆419Updated last month
- Causal Inference in Python☆567Updated 4 years ago
- Matrix Completion Methods for Causal Panel Data Models☆98Updated 3 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆347Updated last year
- Generalized Synthetic Control Method☆139Updated 2 weeks ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆247Updated 5 months ago
- DoubleML - Double Machine Learning in R☆143Updated last week
- ☆265Updated 3 years ago
- Repository with code and slides for a tutorial on causal inference.☆575Updated 5 years ago
- Difference in Differences with Multiple Periods, website: https://bcallaway11.github.io/did☆332Updated 3 weeks ago
- Fit Sparse Synthetic Control Models in Python☆81Updated last year
- Packages of Example Data for The Effect☆138Updated 5 months ago
- DoubleML - Double Machine Learning in Python☆569Updated this week
- Synthetic difference in differences for Python☆76Updated last year
- R code for causal graph animations☆303Updated last year
- Counterfactual Regression☆305Updated 2 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆66Updated 8 months ago