28 citations · 36 across the 3 of their papers we have counts for
4 papers
Improvement of random LHD for high dimensions
Andrey Pepelyshev
Designs of experiments for multivariate case are reviewed. Fast algorithm of construction of good Latin hypercube designs is developed.
Optimal designs for dose-finding experiments in toxicity studies
Holger Dette, Andrey Pepelyshev, Weng Kee Wong
We construct optimal designs for estimating fetal malformation rate, prenatal death rate and an overall toxicity index in a toxicology study under a broad range of model assumption…
Optimal designs for three-dimensional shape analysis with spherical harmonic descriptors
Holger Dette, Viatcheslav B. Melas, Andrey Pepelyshev
We determine optimal designs for some regression models which are frequently used for describing three-dimensional shapes. These models are based on a Fourier expansion of a functi…
Optimal designs for a class of nonlinear regression models
Holger Dette, Viatcheslav B. Melas, Andrey Pepelyshev
For a broad class of nonlinear regression models we investigate the local E- and c-optimal design problem. It is demonstrated that in many cases the optimal designs with respect to…