regression-discontinuity 开源项目推荐（59 个）

brycewang-stanford /StatsPAI

StatsPRI是第一个用于因果推理和应用计量经济学的代理原生Python库-统一API、广泛的跨方法覆盖范围、结构化结果对象、机器可读模式、技能、HCP服务器和R/Stata平价验证。

ZhenHaoFu810 /StataFlow

与 Stata 对齐的 Python 计量经济学，并在文档化支持面上进行字段级验证。

RobsonTigre /everyday-ci

R & Python code and datasets for Everyday Causal Inference — a free book on experiments, DiD, IV, RDD, and causal time series for business

brycewang-stanford /AER-Skills

Agent skills that help you publish in the AER faster — identification-first empirics, AEA-compliant replication, Keith-Head intros, R&R rebuttals for AER / AER:Insights / AEJ. | 助你更快发表 AER 论文的 agent skill 栈：识别优先实证、AEA 合规复现、Keith Head 式引言、R&R 审稿回复，覆盖选题到投稿全流程。

nignatiadis /RegressionDiscontinuity.jl

Estimation for sharp regression discontinuity designs.

raos-projects /causal-inference-workshop-2024

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.

Rajveer-code /hmda-racial-disparities

Replication code for: Persistent Racial Disparities in U.S. Mortgage Approval (42M HMDA applications, 2020-2024). 14.95 pp raw Black-White gap; 68% unexplained by observables. Under review, Journal of Housing Economics.

JackyCufe /econkit

EconKit — 一站式计量经济学实证分析工具 | 面向中国经济学生的全能计量经济学工具包。DID/PSM/RDD/IV/FE/GMM、平行趋势、安慰剂检验、PDF 报告。无需编写代码。

RoryQo /Research-Reproduction_Causal-Effect-of-Government-Transfers-and-Government-Support

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.

Davidvandijcke /R3D

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

t-pollington /ITSA

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.

hwilner /ml-portfolio

Applied ML and statistics portfolio: causal inference (regression discontinuity), classical ML pipelines, computer vision, NLP, and a tested NumPy-only ml_from_scratch package. 39/39 notebooks execute, including a 20-notebook retrospective of the 2019 work.

rpribas /packages

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

gorgeousfish /rd2d

Estimation and inference for boundary regression discontinuity designs using location-based and distance-based methods, with MSE-optimal bandwidth selection, robust bias correction, and uniform confidence bands. Stata implementation.

niuniuhaoyu /niuniuhaoyu-didc

Stata package for difference-in-discontinuities (Picchetti–Pinto–Shinoki 2026): local polynomial estimation when a confounder sits at the same cutoff, plus two validity tests and partial-identification bounds.

kingwatam /sphpc_cuhk

CUHK SPHPC research projects (2020-2024)

evenssalies /MSE

Statistical Evaluation Methods

shoal-rat /econoclast

An adversarial AI referee for empirical economics: finds p-hacking, cherry-picking and specification search, then re-runs the result.

omidkrc /causal-inference-labor-market-rdd

Replication and extension of Card, Chetty & Weber (2007) using Stata, regression discontinuity, and Cox hazard models to study severance pay, unemployment duration, and job-finding behavior.

flawsom /MandiIQ

Causal price intelligence for India's agricultural mandis - 1.6M+ live price records across 436 commodities, a rainfall regression-discontinuity engine, conformal forecasts, EVT tail risk and debiased ML. FastAPI, DuckDB and Streamlit.