Estimation for sharp regression discontinuity designs.

Lecture slides, video recordings, and coding exercises from the 2024 Northwestern University Causal Inference Workshop. This repository is not affiliated with Northwestern University or the workshop.

This repository reproduces the analysis from Government Transfers and Political Support by Manacorda, et al. (2011), using regression discontinuity (Difference-in-Differences) to explore the impact of Uruguay's PANES cash transfer program on political support with robustness checks, and visualizations.

📊 EconKit — 一站式计量经济学实证分析工具 | All-in-one Econometrics Toolkit for Chinese Economics Students. DID/PSM/RDD/IV/FE/GMM, parallel trends, placebo tests, PDF report. No code needed.

Code analysis for "Impact of intensified control strategies on incidence of visceral leishmaniasis in a highly endemic district of Bihar, India: an interrupted time series analysis" Kumar, Siddiqui, Pollington et al.

Packages to estimate Multidimensional Regression Discontinuity (MDRD), Difference-in-Discontinuity (DiD), Conditional Regression Discontinuity (CRDD), and Difference-in-Slope (DiS)

Implementation of Van Dijcke, David. "Regression Discontinuity Design with Distribution-Valued Outcomes." Manuscript.

Statistical Evaluation Methods

Regression discontinuity experiments with Google Trends data

A Regression-Discontinuity Analysis replication & extension of landmark study: "Do Voters Affect or Elect Policies? Evidence from the U. S. House" by Lee, Moretti, & Butler (2004). We seek to not only replicate their findings but offer an improvement as well. Final Project for Minerva CS112. Grade: A+

Replication package for NPDE 42° PhD proposal: Mandatory Monitoring, Meritocracy & Credit Risk in Italian Private Firms. RD/DiD/TWFE + credit-risk regressions (Python, R, Stata, C++17) with interactive dashboard.

Descriptive stats and visuals, regression analysis of redlining, and regression discontinuity analysis of CRA.

Tareas del curso Ciencia de los Datos — econometría aplicada y análisis causal | MDS UChile

The code for an analysis of the effect of Title IX on later-life health behaviors, as well as the output graphs.

We play bank data scientist and use regression discontinuity to see which debts are worth collecting.

Application of regression discontinuity design to COVID19 case frequency in Quebec.

I study how reported economic growth was undergoing change in 2004 to 2019 testing for the number of criminal records and other characteristics.

Empirical replication of Alix-Garcia et al. (2013) studying the impact of Mexico’s Oportunidades cash transfer program on deforestation using regression discontinuity and instrumental variable methods.

Jupyter notebooks for causal inference and policy analysis. Rigorous implementations of difference-in-differences, synthetic control, RDD, and heterogeneous treatment effects with federal policy evaluation standards. Open-source showcase of KRL platform methods.

Final assignment in the Causal Inference course at the Technion (IEM097400). In this assignment investigate the causal connection of pride events to hate crimes committed against the LGBTQ+ community.