instrumental-variable
There are 34 repositories under instrumental-variable topic.
bashtage/linearmodels
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
jhartford/DeepIV
Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction
remlapmot/OneSampleMR
R package of useful functions for one-sample Mendelian randomization and instrumental variable analyses
fbargaglistoffi/BCF-IV
Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression discontinuity designs)
BendeguzBiksi/Master-Studies-Econometrics-I
Master Degree Coursework: Econometrics I
apoorvalal/ivDiag
IV diagnostics package accompanying Lal, Lockhart, Xu, and Zu (2023).
a-torgovitsky/ivcrc
A Stata module for an instrumental variables correlated random coefficients estimator.
beniaminogreen/cragg
Test for weak IV instruments in R.
statalasso/pdslasso
PDSLASSO: Stata module for post-selection and post-regularization OLS or IV estimation and inference
chunlinli/intdag
Estimation and inference of a directed acyclic graph with unspecified interventions.
joy-shi1/sncftms
R functions for g-estimation of structural nested cumulative failure models using (1) confounding adjustment or (2) instrumental variable analysis
BendeguzBiksi/Master-Studies-Econometrics-II
Master Degree Coursework: Econometrics II
mboissel/MR_training
Starter Pack About Mendelian Randomization. My Feedback about MR traning followed in 2020.
mochenyang/EnsembleIV
Code for ForestIV
youjin1207/survivalIV
Code/Data/Figure for "Nonparametric Instrumental Variable Estimator for Survival Outcomes"
chunlinli/grivet
Graphical Instrumental Variable Estimation and Testing
edoardofalchi/Instrumental-Variable-paper-replication-and-critique
IV technique. Replication & critique of N. Nunn paper using R
myupeshkov/Econometrics_HSE
Econometrics courses (Coursera and HSE)
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.
calosor/linear_models
Linear regression models for Python
ileanamarroquin/latin-america-remittances-iv-model
The context of this repo is sharing the empiric work presented as my MPA thesis on July 2023. The research is title is: "Remittances vs Public Finance Capacity. Impact Assessment in Reducing Income Inequality in Latin America: A Quasi-Experimental Analysis"
jfosea/rsisVIVE
This is an R package I developed to estimate the causal effect of an exposure on an outcome when there's invalid instruments and large proportions of contamination.
joy-shi1/smms-and-iv
Simulations of MR analyses with time-varying exposures using structural mean models
LouisSirugue/Nonparametric-IV_Replication-of-Horowitz-2011
Replication and simulations on "Applied Nonparametric Instrumental Variables Estimation" by Horowitz (2011) using R
remlapmot/ivonesamplemr
Stata package for one-sample Mendelian randomization / instrumental variable analyses
trajceskijovan/Empirical-study-Causal-effect-and-causal-inference
COVID-19 mortality rate (Python). Original empirical study submitted for the Applied Predictive Modeling course during my second semester at HKBU - Master of Science in Data Analytics and Business Economics.
ulaseraslan/Econometrics
Sabanci University ECON 301 (Econometrics) Problem Set Solutions & Stata Analysis
DSsoli/esa-2scm
ESA-2SCM for Causal Discovery: Causal Modeling with Elastic Segmentation-based Synthetic Instrumental Variable
jonathanold/networks-in-conflict
Replication of Networks in Conflict Econometrica Paper
pgesteirads/Trab3_IV
Trabalho 3 de microeconometria
remlapmot/bpbounds
R package implementing nonparametric bounds for the ACE due to Balke and Pearl, JASA, 1997
YexuanShen/Project_ChildImpactOnWomenCareer_2021
Econometrics research project of children's impact on women's project using STATA coding.
syedmfuad/daca_causal
Causal effect of DACA on labor market outcomes. Run difference-in-differences models for immigrants near the criteria cutoffs for DACA eligibility and investigate the causal effect of DACA on labor market outcomes of local residents.
youjin1207/EvidenceIV
Codes for "Evidence Factors from Multiple, Possibly Invalid, Instrumental Variables"