nppackages / scpi
Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.
☆33Updated 2 months ago
Alternatives and similar repositories for scpi:
Users that are interested in scpi are comparing it to the libraries listed below
- Inference for synthetic controls☆39Updated 3 years ago
- NO LONGER MAINTAINED. Links to alternative packages are in the readme. Code to incorporate staggered treatment adoption (based on appendi…☆21Updated last year
- ☆21Updated 6 years ago
- ☆26Updated last year
- Implementation of Double Machine Learning☆35Updated this week
- Machine Learning for Econometrics -- ENSAE Paris☆23Updated 5 years ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆24Updated 3 years ago
- Course Materials for AEA Short Course on Modern Sampling Methods☆29Updated 3 years ago
- Difference-in-differences Imputation-based Estimator proposed by Borusyak, Jaravel, and Spiess (2021)☆47Updated 8 months ago
- This repo contains the codes for Baker, Larcker, Wang - "How Much Should We Trust Staggered Difference-in-Differences Estimates?"☆49Updated 4 years ago
- Honest inference in regression discontinuity designs☆61Updated 3 months ago
- Treatment Effects in Interactive Fixed Effects Model☆17Updated last month
- Stata module that calculates the weights underlying two-way fixed effect event studies☆19Updated 3 years ago
- Bacon-Goodman decomposition for differences-in-differences with variation in treatment timing.☆47Updated 3 years ago
- Difference-in-Differences☆41Updated 2 years ago
- A Penalized Synthetic Control Estimator for Disaggregated Data (JASA, 2021)☆35Updated last month
- fast and flexible Difference-in-Differences☆28Updated 4 months ago
- ☆16Updated last year
- R-code to compare some staggered did methods☆26Updated 3 years ago
- Advanced causal inference and research design course☆92Updated 3 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆33Updated 2 months ago
- Extended two-way fixed effects☆55Updated last month
- Estimates the weights and the measure of robustness to treatment effect heterogeneity attached to the two-way fixed effects regressions s…☆23Updated 3 years ago
- Optimized regression discontinuity designs☆29Updated 2 years ago
- Teenage Driving, Mortality, and Risky Behaviors: Public Use Data Repository☆30Updated 2 years ago
- Simple function to adjust for covariates in synthdid☆16Updated 2 years ago
- Multiple Treatment Effects☆23Updated 9 months ago
- Create industry-level aggregates for shift-share IV following Borusyak, Hull, and Jaravel (2022)☆23Updated 2 years ago
- An R-package for fitting glm's with high-dimensional k-way fixed effects☆45Updated 6 months ago
- Coefficient stability plots in R☆50Updated 4 years ago