shoepaladin / causalinference_crashcourseLinks
Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks
☆107Updated 2 months ago
Alternatives and similar repositories for causalinference_crashcourse
Users that are interested in causalinference_crashcourse are comparing it to the libraries listed below
Sorting:
- Machine Learning and Causal Inference taught by Brigham Frandsen☆216Updated last month
- This repository consolidates my teaching material for "Causal Machine Learning".☆260Updated 3 weeks ago
- CSDID☆34Updated 3 months ago
- difference-in-differences in Python☆105Updated last year
- A python module for the synthetic control method☆77Updated 6 months ago
- Synthetic difference in differences for Python☆85Updated last year
- Notebooks for Applied Causal Inference Powered by ML and AI☆137Updated 7 months ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆52Updated 5 months ago
- This is a coding course in Python to accompany the Data Analysis material☆111Updated 3 years ago
- A Python package for causal inference using Synthetic Controls☆192Updated last year
- Code and notebooks for my Medium blog posts☆129Updated last year
- JupyterNotebook for the MIT course☆16Updated 6 months ago
- Slides for the Seattle University Causal Inference Class☆143Updated 4 years ago
- Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax☆270Updated this week
- Documentation and User Guide for DoubleML - Double Machine Learning in Python & R☆24Updated last week
- ☆81Updated 4 years ago
- Causal Inference 1 Mixtape Session taught by Scott Cunningham☆304Updated last month
- Packages of Example Data for The Effect☆149Updated last year
- Synthetic-Control-and-Clustering taught by Alberto Abadie☆56Updated 10 months ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆174Updated last year
- ☆92Updated 3 weeks ago
- Lectures and Tutorials for the Causal AI course☆47Updated this week
- Augmented Synthetic Control Method☆161Updated 9 months ago
- ☆23Updated last year
- Unstructured Code with interesting analysis☆37Updated last year
- Codes for case studies for the Bekes-Kezdi Data Analysis textbook☆222Updated this week
- Replication code and downloadable example data sets for The Effect☆201Updated 2 months ago
- Matrix Completion Methods for Causal Panel Data Models☆103Updated 4 years ago
- ☆100Updated 5 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