MasaAsami / pysynthdidLinks
Synthetic difference in differences for Python
☆85Updated last year
Alternatives and similar repositories for pysynthdid
Users that are interested in pysynthdid are comparing it to the libraries listed below
Sorting:
- difference-in-differences in Python☆105Updated last year
- A Python package for causal inference using Synthetic Controls☆192Updated last year
- A python module for the synthetic control method☆77Updated 6 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 5 months ago
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆107Updated 2 months ago
- Fit Sparse Synthetic Control Models in Python☆87Updated last year
- Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax☆270Updated last week
- CSDID☆34Updated 3 months ago
- Documentation and User Guide for DoubleML - Double Machine Learning in Python & R☆24Updated this week
- ☆81Updated 4 years ago
- Packages of Example Data for The Effect☆149Updated last year
- Unstructured Code with interesting analysis☆37Updated last year
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆37Updated 4 months ago
- Python tools for regression discontinuity designs☆69Updated 6 years ago
- Machine Learning and Causal Inference taught by Brigham Frandsen☆217Updated last month
- Code and notebooks for my Medium blog posts☆129Updated last year
- This is the repository for the Python library mlsynth☆54Updated last week
- Statistical inference and graphical procedures for RD designs using local polynomial and partitioning regression methods.☆87Updated 3 months ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆260Updated 3 weeks ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆27Updated 2 years ago
- Official repository for the mcf package.☆22Updated last month
- Matrix Completion Methods for Causal Panel Data Models☆103Updated 4 years ago
- ☆100Updated 5 years ago
- Augmented Synthetic Control Method☆161Updated 9 months ago
- Synthetic-Control-and-Clustering taught by Alberto Abadie☆56Updated 10 months ago
- Partition selection, point estimation, pointwise and uniform inference, and graphical procedures using binscatter methods.☆50Updated 2 months ago
- ☆238Updated 2 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆35Updated 9 months ago
- Synthetic difference in differences☆292Updated last year
- cem is a lightweight library for performing coarsened exact matching (CEM). CEM is a modern matching technique useful for causal inferenc…☆27Updated last year