hammadshaikhha / Causal-Inference-MasteryLinks
Notes and simulations on graduate level causal inference in statistics with applications to social sciences.
☆23Updated 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:
- Implementation of Double Machine Learning☆36Updated 7 months ago
- ☆44Updated 4 years ago
- Optimized regression discontinuity designs☆30Updated 2 years ago
- Approximately balanced estimation of average treatment effects in high dimensions.☆35Updated 4 years ago
- Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Seme…☆27Updated 2 years ago
- Double Machine Learning for Multiple Treatments☆41Updated 5 years ago
- Stata code for part 2 of the book Causal Inference, by Miguel Hernán and James Robins☆18Updated last year
- Policy learning via doubly robust empirical welfare maximization over trees☆86Updated 4 months ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Machine Learning for Econometrics -- ENSAE Paris☆26Updated 5 years ago
- Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.☆37Updated 5 months ago
- ☆95Updated last year
- Inference in instrumental variables models robust to many instruments☆13Updated 5 months ago
- Course Materials for AEA Short Course on Modern Sampling Methods☆29Updated 3 years ago
- Robust empirical Bayes confidence intervals☆11Updated last year
- notebooks on methods for causal inference☆36Updated last year
- Difference-in-Differences☆41Updated 3 years ago
- A sensitivity analysis package for causal effects☆12Updated last year
- A package for Bayesian causal inference with time-series cross-sectional data☆28Updated last year
- Inference for synthetic controls☆39Updated 4 years ago
- Packages of Example Data for The Effect☆150Updated last year
- This is the course repository for the Spring 2020 iteration of MACS 30123 "Large-Scale Computing for the Social Sciences" at the Universi…☆22Updated 5 years ago
- Statistical Tools for Causal Inference☆40Updated 8 months ago
- This repository includes all the data analyses I carry out for my general exams reading, Spring 2015☆64Updated 10 years ago
- R package cfcausal☆33Updated 3 years ago
- R rr package for analyzing randomized response technique survey items☆13Updated last year
- pytorch implementation of BLP'95☆26Updated 5 years ago
- Fast sparse regressions with advanced formula syntax. OLS, GLM, Poisson, Maxlike, and more. High-dimensional fixed effects.☆67Updated 2 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆35Updated 10 months ago
- ☆23Updated 7 years ago