Various Optimality Criteria for the Prediction of Individual Response Curves
Statistics Theory
2018-08-14 v1 Statistics Theory
Abstract
We consider optimal designs for the Kiefer cirteria, which include the E-criterion as a particular case, and the G-criterion in random coefficients regression (RCR) models. We obtain general the Kiefer criteria for approximate designs and prove the equivalence of the E-criteria in the fixed effects and RCR models. We discuss in detail the G-criterion for ordinary linear regression on specific design regions.
Keywords
Cite
@article{arxiv.1808.03993,
title = {Various Optimality Criteria for the Prediction of Individual Response Curves},
author = {Maryna Prus},
journal= {arXiv preprint arXiv:1808.03993},
year = {2018}
}