Regression-based causal analysis from the potential outcomes perspective

DOI10.1515/jem-2018-0030zbMath1440.62388OpenAlexW2951375897WikidataQ89984995 ScholiaQ89984995MaRDI QIDQ2181493

Joseph V. Terza

Publication date: 19 May 2020

Published in: Journal of Econometric Methods (Search for Journal in Brave)

Full work available at URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7051001

zbMATH Keywords

conditional independencemean independenceconditional mean independencecausal effect parameter estimationcausal interpretability

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Linear regression; mixed models (62J05) Point estimation (62F10)

Uses Software

• Stata
• margins

Cites Work

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• Optimal discrete prediction in parametric binary response models
• Parametric Nonlinear Regression with Endogenous Switching
• Alternative Tests of Independence between Stochastic Regressors and Disturbances
• Specification Tests in Econometrics
• Microeconometrics

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