4 papers
A framework for classifying and visualising experimental designs when subjects are measured repeatedly
Damianos Michaelides, Simon T. Bate
When running experiments that involve humans or animals, for example in clinical or pre-clinical research, it is often the case that multiple measurements are taken on the experime…
hassediagrams:an R package that generates the Hasse diagram of the layout structure and the restricted layout structure
Damianos Michaelides, Simon T. Bate, Marion J. Chatfield
With the advent of modern statistical software, complex experimental designs are now routinely employed in many areas of research. Failing to correctly identify the structure of th…
fdesigns: Bayesian Optimal Designs of Experiments for Functional Models in R
Damianos Michaelides, Antony Overstall, Dave Woods
This paper describes the R package fdesigns that implements a methodology for identifying Bayesian optimal experimental designs for models whose factor settings are functions, know…
Optimal design of dynamic experiments for scalar-on-function linear models with application to a biopharmaceutical study
Damianos Michaelides, Maria Adamou, David C. Woods +1
A Bayesian optimal experimental design framework is developed for experiments where settings of one or more variables, referred to as profile variables, can be functions. For this…