Optimal Designs for Prediction in Two Treatment Groups Random Coefficient Regression Models

Maryna Prus ()
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Maryna Prus: Otto-von-Guericke University

A chapter in Mindful Topics on Risk Analysis and Design of Experiments, 2022, pp 147-159 from Springer

Abstract: Abstract The subject of this work is two treatment groups random coefficient regression models, in which observational units receive some group-specific treatments. We provide A- and D-optimal designs (optimal group sizes) for the estimation of fixed effects and the prediction of random effects. We illustrate the obtained results by a numerical example.

Date: 2022
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Persistent link: https://EconPapers.repec.org/RePEc:spr:sprchp:978-3-031-06685-6_11

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DOI: 10.1007/978-3-031-06685-6_11

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