Notes and simulations on graduate level causal inference in statistics with applications to social sciences.
☆24Jul 27, 2019Updated 6 years ago
Alternatives and similar repositories for Causal-Inference-Mastery
Users that are interested in Causal-Inference-Mastery are comparing it to the libraries listed below
Sorting:
- Inference in instrumental variables models robust to many instruments☆13Jun 17, 2025Updated 9 months ago
- Dissemination of harmonization code and data for SDI Health surveys☆10Mar 2, 2019Updated 7 years ago
- Causal-inference oriented doctoral econometrics course at UO☆13Jun 6, 2024Updated last year
- ChromeCast Arduino Button☆15Sep 9, 2013Updated 12 years ago
- ocr for historical data☆14Feb 23, 2025Updated last year
- A list of "good practices" for creating a good environment for conference speakers. Based on my own experience as a speaker but prepared …☆29Apr 13, 2019Updated 6 years ago
- Tutorial in randomization inference, experimental design and analysis, and experiments in networks.☆30Feb 26, 2016Updated 10 years ago
- Code snippets from Jason Brownlee's ML and Deep Learning books.☆12Mar 22, 2017Updated 8 years ago
- Discussion for Stan for economists☆10Mar 29, 2016Updated 9 years ago
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 9, 2022Updated 3 years ago
- A simple web app to search for economics papers in economics journals.☆21Mar 1, 2026Updated 2 weeks ago
- NeurIPS 2020 Spotlight Paper☆13Dec 20, 2021Updated 4 years ago
- Course notes on causal inference☆21Dec 10, 2025Updated 3 months ago
- A series of tutorials for multilevel modeling in R!☆16May 9, 2019Updated 6 years ago
- Heterogeneous Treatment Effects☆17Oct 4, 2022Updated 3 years ago
- Statistical Tools for Causal Inference☆41Mar 21, 2025Updated last year
- The winning solution to the Ad Placement Challenge (NIPS'17 Causal Inference and Machine Learning Workshop)☆38Dec 10, 2017Updated 8 years ago
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆14Jul 21, 2023Updated 2 years ago
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated 2 years ago
- Python implementation of Entropy Balancing for binary and continuous treatment☆21Dec 16, 2025Updated 3 months ago
- ☆28Feb 18, 2018Updated 8 years ago
- Introduction to Econometrics at the University of Oregon (EC421) during Winter quarter, 2022. Taught by Ed Rubin.☆13Mar 5, 2022Updated 4 years ago
- Bacon-Goodman decomposition for differences-in-differences with variation in treatment timing.☆49Sep 14, 2021Updated 4 years ago
- Python package for the simulation and estimation of generalized Roy model☆22Oct 28, 2024Updated last year
- An OSINT bot designed to collect, analyze, and distribute intelligence across social media platforms.☆16Jul 27, 2025Updated 7 months ago
- Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data☆14Feb 27, 2020Updated 6 years ago
- The Library of Statistical Techniques: Instructions for Performing Statistics THIS REPO IS MOVING TO https://github.com/LOST-STATS/LOST-S…☆49Nov 3, 2019Updated 6 years ago
- An introductory course on causal inference. Designed for undergraduate students with only a working knowledge of R and multiple regressio…☆21Apr 14, 2020Updated 5 years ago
- ☆20Jan 22, 2019Updated 7 years ago
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆18May 5, 2023Updated 2 years ago
- This repository aims to build a comprehensive literature review of the economics of open source software. Contributions welcome.☆12Apr 2, 2025Updated 11 months ago
- Sensitivity analysis tools for causal ML☆20Feb 11, 2026Updated last month
- ☆10Apr 16, 2021Updated 4 years ago
- Convert pdf or latex papers to AI-enhanced, html, clean design research almost automatically☆22Dec 17, 2025Updated 3 months ago
- Software used for papers published by CAUSALab members☆11Oct 23, 2025Updated 4 months ago
- Implementation of FedDR algorithm for federated learning.☆11Mar 8, 2022Updated 4 years ago
- A working copy of the CRAN intsvy package☆24Mar 18, 2024Updated 2 years ago
- Carpentries lesson materials for the ROAR (Robust and Open Analysis in R) workshop☆16Aug 25, 2023Updated 2 years ago
- ❓y0 (pronounced "why not?") is for causal inference in Python☆68Mar 13, 2026Updated last week