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Designs with complex blocking structures and network effects for agricultural field experiments
Vasiliki Koutra, Steven G. Gilmour, Ben M. Parker +1
We propose a novel model-based approach for constructing optimal designs with complex blocking structures and network effects, for application in agricultural field experiments. Th…
Prediction properties of optimum response surface designs
Heloisa M. de Oliveira, Cesar B. A. de Oliveira, Steven G. Gilmour +1
Prediction capability is considered an important issue in response surface methodology. Following the line of argument that a design should have several desirable properties we hav…
A graph-theoretic framework for algorithmic design of experiments
Ben M. Parker, Steven G Gilmour, Vasiliki Koutra
In this paper, we demonstrate that considering experiments in a graph-theoretic manner allows us to exploit automorphisms of the graph to reduce the number of evaluations of candid…