Causal Analysis using R Instrument Variables
Автор: Step by Step Data Analysis: The How to Guide
Загружено: 2025-11-15
Просмотров: 16
Описание:
This video is a step by step tutorial on how to do instrument variable analysis using R. It contains a brief overview of Instrument Variables including what IVs are, the Two Critical Criteria for IV, Two Stage Least Squares, implementation in R using the ivreg function in the AER package and how to interpret the ivreg outputs.
The R codes used in this video are shared in the Comments for your review and reuse.
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#instrumental #variables
#instrumentalVariable #regression
#IV #estimation
#twoStageLeastSquares
#2SLS #regression
#endogeneity #correction
#causal #inference
#ivreg #package
#handling #unmeasured #confounders #IV
#endogenous
#econometrics
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