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-variablesivcategorical-variablesfixed-effectspanel-dataclustered-standard-errorsregressioneconomics
  Language:Julia 228

• zeileis / ivreg

  2SLS Regression with Diagnostics in R

  instrumental-variablesregression-diagnosticstwo-stage-least-squares-regression
  Language:R 20

• remlapmot / OneSampleMR

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

  rmendelian-randomizationmendelian-randomisationmendelianrandomisationmendelianrandomizationinstrumental-variableinstrumental-variables
  Language:R 18

• cran-task-views / CausalInference

  CRAN Task View: Causal Inference

  cranrcausal-inferenceinstrumental-variablesrandomized-controlled-trialsrstatsstructural-equation-modelstreatment-effects
  Language:R 16

• statmlben / nonlinear-causal

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

  2slscausal-inferencegwasinstrumental-variablesnonlinear
  Language:Python 14

• mikkelpm / svma_iv

  Inference in SVMA models identified by external instruments/proxies

  variance-decompositionsinstrumental-variablesmoving-averagetime-series
  Language:MATLAB 10

• a-torgovitsky / ivcrc

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

  causal-inferenceeconometricsinstrumental-variableinstrumental-variablesivstatastata-packagestata-packagesstatistics
  Language:Stata 6

• statalasso / statalasso.github.io

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

  statalassoeconometricsmodel-selectionelastic-netpredictioninstrumental-variablesforecastingmachine-learningcausal-inference
  Language:HTML 5

• 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.

  causal-inferencecausal-inference-bookcausalitydifference-in-differenceseconometricsinstrumental-variableinstrumental-variable-analysisinstrumental-variablesmachine-learningmatchingpropensity-scorepropensity-score-matchingpropensity-scoresregressionregression-discontinuityregression-discontinuity-designs
  Language:Stata 3

• HeinerKremer / Functional-GEL

  Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions

  causal-inferenceconditional-moment-restrictionsempirical-likelihoodestimationinstrumental-variablesmethod-of-momentsmoment-restrictions
  Language:Python 2

• mauep2025 / SVAR-Analysis-with-different-Identifications

  time-series-analysissvargmmcholesky-decompositioninstrumental-variablesexternal-instruments
  Language:MATLAB 2

• remlapmot / ivonesamplemr

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

  instrumental-variableinstrumental-variablesmendelian-randomisationmendelian-randomizationmendelianrandomisationmendelianrandomizationstata
  Language:Stata 2

• 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-variablesmendelian-randomization
  Language:R 1

• calosor / twostage_regress

  2SLS IV regression with Python

  2slseconometric-analysiseconometricsinstrumental-variableslinear-regressionmachine-learningpythonstatistics
  1

• JanRingling / robustIV

  Code for an R package to implement instrumental variables procedures that are robust to many & weak instruments.

  instrumental-variablesjackknifetwo-stage-least-squares-regressionweak-instruments
  Language:R 0

• mbg-unsw / ivreg

  A brief workshop on two-stage least-squares regression for instrumental variable analysis

  beamer-presentationcc-by-nc-sainstrumental-variablestutorial
  Language:TeX 0

• nigeljmckernan / MAPaperAppendix

  R Code That Makes up the Bulk of my Master's Paper

  instrumental-variablespanel-datarregression-analysistidyverse
  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-inferenceeconometricseconomic-datainstrumental-variablesr-languager-studiostatisticstwo-stage-least-squares-regressionweather-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-diffeconometricsinstrumental-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.

  2slscoefficient-estimatesinstrumental-variablesmodelingols-regressionregression-analysis
  0

• anakov / Jackknife-Instrumental-Vaiables

  Jackknife instrumental variables estimation (JAE, 2010)

  estimationinstrumental-variablesjackknife
  Language:Ox

• Fazazhar / EV-Adoption-Causal-Analysis

  This repository examines how EV charging stations affect the adoption of plug-in hybrid and battery electric vehicles in the U.S. using causal inference and instrumental variable methods to evaluate the NEVI Formula Program's effectiveness.

  causal-inferenceinstrumental-variablesrregression-models

• 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.

  olspanel-dataeconometricsinstrumental-variables
  Language:R

• murattasdemir / Shift-Share

  Shift-Share Instrument Mixtape Track taught by Peter Hull

  causal-inferencecourse-materialseconometricsforkinstrumental-variablesivshift-sharebartik
  Language:TeX

• murattasdemir / ts2sls

  Two-sample two-stage least squares estimation

  causal-inferencecausalityinstrumental-variablesivstatatwo-sample-instrumental-variables
  Language:Stata