konosp / propensity-score-matching
☆103Updated 4 years ago
Alternatives and similar repositories for propensity-score-matching:
Users that are interested in propensity-score-matching are comparing it to the libraries listed below
- A Python package for propensity score matching☆52Updated 3 years ago
- Propensity score matching in Python 3☆26Updated last year
- EconML/CausalML KDD 2021 Tutorial☆161Updated last year
- ☆283Updated last year
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆62Updated last year
- A Python package for causal inference using Synthetic Controls☆181Updated last year
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆66Updated 7 months ago
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Updated 8 years ago
- Fixedeffectmodel: panel data modeling in Python☆78Updated 3 years ago
- Synthetic difference in differences for Python☆76Updated 11 months ago
- Code and notebooks for my Medium blog posts☆118Updated last year
- Implements the Causal Forest algorithm formulated in Athey and Wager (2018).☆69Updated 4 years ago
- Quasi-Oracle Estimation of Heterogeneous Treatment Effects☆108Updated 3 years ago
- difference-in-differences in Python☆100Updated last year
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆136Updated 9 months ago
- ☆264Updated 2 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆82Updated 6 years ago
- Fit Sparse Synthetic Control Models in Python☆80Updated last year
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆348Updated last year
- A full example for causal inference on real-world retail data, for elasticity estimation☆50Updated 3 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 7 months ago
- Policy learning via doubly robust empirical welfare maximization over trees☆78Updated 9 months ago
- ☆42Updated 3 years ago
- Python tools for regression discontinuity designs☆69Updated 5 years ago
- propensity score matching in python☆56Updated 2 years ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆156Updated 3 years ago
- Materials Collection for Causal Inference☆45Updated last year
- The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis☆23Updated 2 years ago
- DoubleML - Double Machine Learning in Python☆563Updated last week
- Codebase for GANITE: Estimation of Individualized Treatment Effects using GANs - ICLR 2018☆58Updated 4 years ago