susanathey / causalTreeLinks
Working repository for Causal Tree and extensions
☆447Updated 5 months ago
Alternatives and similar repositories for causalTree
Users that are interested in causalTree are comparing it to the libraries listed below
Sorting:
- Generalized Random Forests☆1,046Updated 2 months ago
- ☆238Updated 2 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆116Updated 4 years ago
- Causal Inference in Python☆572Updated 3 months ago
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆67Updated last year
- Implements the Causal Forest algorithm formulated in Athey and Wager (2018).☆69Updated 5 years ago
- Synthetic difference in differences☆288Updated last year
- Data and Program files for Causal Inference: The Mixtape☆433Updated 3 months ago
- DEPRECATED. See new generalized random forest package for up-to-date implementation.☆53Updated 8 years ago
- Augmented Synthetic Control Method☆159Updated 8 months ago
- ☆100Updated 5 years ago
- A Python package for causal inference using Synthetic Controls☆191Updated last year
- Policy learning via doubly robust empirical welfare maximization over trees☆84Updated 2 months ago
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Updated 8 years ago
- Fit Sparse Synthetic Control Models in Python☆87Updated last year
- Generalized Synthetic Control Method☆143Updated 6 months ago
- Matrix Completion Methods for Causal Panel Data Models☆103Updated 4 years ago
- replication python code for synthetic difference in difference simulation. please check https://arxiv.org/abs/1812.09970 and https://gi…☆15Updated 6 years ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆260Updated 11 months ago
- Repository with code and slides for a tutorial on causal inference.☆579Updated 6 years ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆158Updated 4 years ago
- difference-in-differences in Python☆105Updated last year
- Lecture notes for the Causality in Machine Learning course☆15Updated 6 years ago
- ☆135Updated last year
- ☆43Updated 4 years ago
- Documentation and User Guide for DoubleML - Double Machine Learning in Python & R☆24Updated this week
- Some notes on Causal Inference, with examples in python☆154Updated 5 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆349Updated 2 years ago
- The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis☆24Updated 3 years ago
- Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies☆81Updated 5 years ago