difference-in-differences 开源项目推荐（377 个）

igerber /diff-diff

Difference-in-Differences causal inference in Python. Callaway-Sant'Anna, Synthetic DiD, Honest DiD, event studies. sklearn-like API, validated against R.

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。

asheshrambachan /HonestDiD

Robust inference in difference-in-differences and event study designs

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

bernardodionisi /differences

difference-in-differences in Python

mcaceresb /stata-honestdid

Robust inference in difference-in-differences and event study designs (Stata version of the R package of the same name)

csmar432 /finai-research

Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.

MasaAsami /pysynthdid

Synthetic difference in differences for Python

danielegirardi /lpdid

Implementing Local Projections Difference-in-Differences (LP-DiD) estimators

RobsonTigre /everyday-causal-skills

Step-by-step causal inference — method selection, assumptions, and robustness checks

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。

JuliaDiffinDiffs /DiffinDiffs.jl

A suite of Julia packages for difference-in-differences

TsaiLintung /fastdid

fast and flexible Difference-in-Differences

jordandeklerk /moderndid

Modern difference-in-differences in Python.

causalis-causalcraft /Causalis

Causalis - State-of-the-art robust causal inference for experiments and observational data in python

LeihuaYe /Causal-Inference-Using-Quasi-Experimental-Methods

Causal Inference Using Quasi-Experimental Methods

thegland /wooldid

Estimation of Difference-in-Differences Treatment Effects with Staggered Treatment Onset Using Heterogeneity-Robust Two-Way Fixed Effects Regressions

sshtomar /claude-code-skills-social-science

Claude Code skills for rigorous social science research: DID, RCTs, regression diagnostics, visualization, literature reviews, and more. Encode methodological best practices directly into your AI coding workflow.

pwya /staggered-did

Automatic data-aware staggered-adoption DID analysis in Stata - 8 estimators + full diagnostics via one command or one sentence