instrumental-variables

There are 1 repository under instrumental-variables topic.

FixedEffects / FixedEffectModels.jl
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
instrumental-variables iv categorical-variables fixed-effects panel-data clustered-standard-errors regression economics
Language:Julia 223
zeileis / ivreg
2SLS Regression with Diagnostics in R
instrumental-variables regression-diagnostics two-stage-least-squares-regression
Language:R 15
remlapmot / OneSampleMR
R package of useful functions for one-sample Mendelian randomization and instrumental variable analyses
r mendelian-randomization mendelian-randomisation mendelianrandomisation mendelianrandomization instrumental-variable instrumental-variables
Language:R 14
cran-task-views / CausalInference
CRAN Task View: Causal Inference
cran r causal-inference instrumental-variables randomized-controlled-trials rstats structural-equation-models treatment-effects
Language:R 13
statmlben / nonlinear-causal
nl-causal: nonlinear causal inference based on IV regression in Python
2sls causal-inference gwas instrumental-variables nonlinear
Language:Python 12
mikkelpm / svma_iv
Inference in SVMA models identified by external instruments/proxies
variance-decompositions instrumental-variables moving-average time-series
Language:MATLAB 10
a-torgovitsky / ivcrc
A Stata module for an instrumental variables correlated random coefficients estimator.
stata stata-package econometrics statistics causal-inference iv instrumental-variable instrumental-variables stata-packages
Language:Stata 6
statalasso / statalasso.github.io
This is the website repository for the Stata packages lassopack & pdslasso. Please visit:
causal-inference econometrics elastic-net forecasting instrumental-variables lasso machine-learning model-selection prediction stata
Language:HTML 3
HeinerKremer / Functional-GEL
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions
causal-inference empirical-likelihood estimation instrumental-variables method-of-moments conditional-moment-restrictions moment-restrictions
Language:Python 2
mauep2025 / SVAR-Analysis-with-different-Identifications
time-series-analysis svar gmm cholesky-decomposition instrumental-variables external-instruments
Language:MATLAB 2
calosor / twostage_regress
2SLS IV regression with Python
2sls econometric-analysis econometrics instrumental-variables linear-regression machine-learning python statistics
1
remlapmot / ivonesamplemr
Stata package for one-sample Mendelian randomization / instrumental variable analyses
instrumental-variable instrumental-variables stata mendelian-randomization mendelian-randomisation mendelianrandomisation mendelianrandomization
Language:Stata 1
ash-res / focused-MR
R code to reproduce results of data examples in 'Selecting invalid instruments to improve MR with two-sample summary data''
instrumental-variables mendelian-randomization
Language:R 0
mbg-unsw / ivreg
A brief workshop on two-stage least-squares regression for instrumental variable analysis
beamer-presentation cc-by-nc-sa instrumental-variables tutorial
Language:TeX 0
nigeljmckernan / MAPaperAppendix
R Code That Makes up the Bulk of my Master's Paper
r tidyverse panel-data regression-analysis instrumental-variables
0
WilliamHope2020 / Testing-for-Casualty-with-Econometric-Methods
This assignment relates to my 8th assignment in Econ 323 - Econometrics Analysis 2. I generate new demand and supply data and use this to test different casualty methods such as TSLS, IV, and Diff-In-Diff.
causal-inference econometrics economic-data instrumental-variables r-language r-studio statistics two-stage-least-squares-regression weather-data
0
Yoseph10 / Econometrics_Causality
This repository shows some coding my colleagues and I made for our Advanced Econometrics course for the Diploma of Specialization in Data Science for Social Sciences and Public Management - PUCP
diff-in-diff econometrics instrumental-variables
Language:Stata 0
ZhenyuWangg / -Regression-Analysis-and-Modeling-Research-on-Education-Between-Income
Conducted a comprehensive research project focused on regression analysis and modeling to explore the relationship between income and education.
2sls coefficient-estimates instrumental-variables modeling ols-regression regression-analysis
0
anakov / Jackknife-Instrumental-Vaiables
Jackknife instrumental variables estimation (JAE, 2010)
instrumental-variables estimation jackknife
Language:Ox
gaspare-mattarella / Marshall_and_Labor_Demand_in_Russia_Data_Analysis
Inference of the Russian labour demand function for the years 1996 and 1997 estimating and testing hypothesis on OLS, Instrumental Variables, FE, RE and Pooled Panel Data Models assessing how to better build a model for our data.
ols panel-data econometrics instrumental-variables
Language:R
JanRingling / robustIV
Code for an R package to implement instrumental variables procedures that are robust to many & weak instruments.
instrumental-variables jackknife two-stage-least-squares-regression weak-instruments
Language:R
murattasdemir / Shift-Share
Shift-Share Instrument Mixtape Track taught by Peter Hull
bartik causal-inference course-materials econometrics fork instrumental-variables iv shift-share
Language:TeX
murattasdemir / ts2sls
Two-sample two-stage least squares estimation
causal-inference causality instrumental-variables iv two-sample-instrumental-variables stata
Language:Stata