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• W2012176413 abstract "Space filling designs, which satisfy a uniformity property, are widely used in computer experiments. In the present paper, the performance of nonuniform experimental designs, which locate more points in a neighborhood of the boundary of the design space, is investigated. These designs are obtained by a quantile transformation of the one-dimensional projections of commonly used space-filling designs. This transformation is motivated by logarithmic potential theory, which yields the arc-sine measure as an equilibrium distribution. The methodology is illustrated for maximin Latin hypercube designs by several examples. In particular, it is demonstrated that the new designs yield a smaller integrated mean squared error for prediction." @default.
• W2012176413 created "2016-06-24" @default.
• W2012176413 creator A5010724031 @default.
• W2012176413 creator A5060734352 @default.
• W2012176413 date "2010-11-01" @default.
• W2012176413 modified "2023-09-27" @default.
• W2012176413 title "Generalized Latin Hypercube Design for Computer Experiments" @default.
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• W2012176413 doi "https://doi.org/10.1198/tech.2010.09157" @default.
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