Sensitivity analysis of the unconfoundedness assumption with an application to an evaluation of college choice effects on earnings

DOI10.1080/02664763.2014.890178OpenAlexW2000037393MaRDI QIDQ5128679

Xavier de Luna, Mathias Lundin

Publication date: 28 October 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2014.890178

zbMATH Keywords

causal inferencepropensity scoreregister dataeffects of education

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (2)

Targeted smoothing parameter selection for estimating average causal effects ⋮ An alternative sensitivity approach for longitudinal analysis with dropout

Uses Software

• BayesDA

Cites Work

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• Exogeneity in structural equation models
• How robust is the evidence on the effects of college quality? Evidence from matching
• Local Sensitivity Approximations for Selectivity Bias
• Multiple-Bias Modelling for Analysis of Observational Data
• The central role of the propensity score in observational studies for causal effects
• A Note About Models for Selectivity Bias
• Sample Selection Bias as a Specification Error
• Thin Plate Regression Splines
• Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables
• Local Model Uncertainty and Incomplete-Data Bias (With Discussion)
• Observational studies.

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