instrumental-variable

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction

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

Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression discontinuity designs)

IV diagnostics package accompanying Lal, Lockhart, Xu, and Zu (2023).

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.

Master Degree Coursework: Econometrics I

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

Test for weak IV instruments in R.

R functions for g-estimation of structural nested cumulative failure models using (1) confounding adjustment or (2) instrumental variable analysis

Graphical Instrumental Variable Estimation and Testing

PDSLASSO: Stata module for post-selection and post-regularization OLS or IV estimation and inference

Code for ForestIV

Estimation and inference of a directed acyclic graph with unspecified interventions.

Stata package for one-sample Mendelian randomization / instrumental variable analyses

Code/Data/Figure for "Nonparametric Instrumental Variable Estimator for Survival Outcomes"

Master Degree Coursework: Econometrics II

Starter Pack About Mendelian Randomization. My Feedback about MR traning followed in 2020.

Sabanci University ECON 301 (Econometrics) Problem Set Solutions & Stata Analysis

IV technique. Replication & critique of N. Nunn paper using R