5 citations · 11 across the 6 of their papers we have counts for
3 papers · 1 filter
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…
Optimal block designs for experiments on networks
Vasiliki Koutra, Steven G. Gilmour, Ben M. Parker
We propose a method for constructing optimal block designs for experiments on networks. The response model for a given network interference structure extends the linear network eff…
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…