Optimal designs for panel data linear regressions

DOI10.1016/J.SPL.2020.108769zbMath1450.62092OpenAlexW3016561004MaRDI QIDQ2006715

Jing Cheng, Ming-Yao Ai

Publication date: 12 October 2020

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2020.108769

zbMATH Keywords

panel datalinear regressionidentical designwithin-group estimator

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Optimal statistical designs (62K05) Causal inference from observational studies (62D20)

Cites Work

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• The optimality of single-group designs for certain mixed models
• General equivalence theory for optimum designs (approximate theory)
• Orthogonal arrays. Theory and applications
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• Optimal Designs for Random Coefficient Regression Models with Heteroscedastic Errors
• Optimal designs for generalized linear models with multiple design variables
• Optimal design in random-effects regression models
• The Exact Finite Sample Properties of the Estimators of Coefficients in the Error Components Regression Models
• Topics in optimal design

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