Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
StatsPAI is the first agent-native Python platform for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schemas, and R/Stata parity validation.
Step-by-step causal inference — method selection, assumptions, and robustness checks
R package of useful functions for one-sample Mendelian randomization and instrumental variable analyses
2SLS Regression with Diagnostics in R
CRAN Task View: Causal Inference
Inference in SVMA models identified by external instruments/proxies
nl-causal: nonlinear causal inference based on IV regression in Python
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.
Instrumental variable regression in Python
A Stata module for an instrumental variables correlated random coefficients estimator.
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.
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。
A machine learning–based package for transforming text into instrumental variables (IV).
This is the website repository for the Stata packages lassopack & pdslasso. Please visit:
Econometrics II workshop (2025).
Analyze the effects of seasonal migration on household consumption and expenditures in rural Bangladesh from a randomized control trial.
2SLS IV regression with Python
📊 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.
Stata package for one-sample Mendelian randomization / instrumental variable analyses
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