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This paper presents the algorithm "DETMAX" whose purpose is to construct experimental designs that are "D-optimal." These are designs for which the determinant of X′X is maximum, where X is the ...

We investigate the properties of the hybrid Monte Carlo algorithm (HMC) in high dimensions. HMC develops a Markov chain reversible with respect to a given target distribution π using separable ...