instrumental-variables 开源项目推荐（107 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。

FixedEffects /FixedEffectModels.jl

带工具变量和高维分类变量的线性模型快速估计

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

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。

remlapmot /OneSampleMR

R package of useful functions for one-sample Mendelian randomization and instrumental variable analyses

zeileis /ivreg

2SLS Regression with Diagnostics in R

mikkelpm /svma_iv

Inference in SVMA models identified by external instruments/proxies

cran-task-views /CausalInference

CRAN Task View: Causal Inference

statmlben /nonlinear-causal

nl-causal: nonlinear causal inference based on IV regression in Python

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.

mlondschien /ivmodels

Instrumental variable regression in Python

yichaoli921 /neishengxing

经济学实证论文内生性处理工具箱：IV、IV-Tobit、Oster、Heckman、WIT、TSCI 与同群体留一法工具变量。

SepineTam /TexIV

A machine learning–based package for transforming text into instrumental variables (IV).

RoryQo /Research-Reproduction_Causal-Effect-of-Segregation-on-Poverty-Rates

Investigate how racial segregation influences urban poverty and inequality, using railroad track layouts as an instrumental variable (IV) to estimate the causal impact of segregation on poverty rates.

a-torgovitsky /ivcrc

A Stata module for an instrumental variables correlated random coefficients estimator.

liuq-lab /BGM-IV

Instrumental Variable Analysis via Latent Bayesian Generative Modeling for High-Dimensional Covariates

ArturoSbr /econometrics-ii-2025

计量经济学 II 工作坊（2025）。

statalasso /statalasso.github.io

This is the website repository for the Stata packages lassopack & pdslasso. Please visit: