Measures of uniformity in experimental designs: A selective overview |
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| Authors: | E Androulakis K Drosou Y-D Zhou |
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| Institution: | 1. Department of Mathematics, National Technical University of Athens, Athens, Greece;2. College of Mathematics, Sichuan University, Chengdu, China |
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| Abstract: | ABSTRACTDiscrepancies are measures which are defined as the deviation between the empirical and the theoretical uniform distribution. In this way, discrepancy is a measure of uniformity which provides a way of construction a special kind of space filling designs, namely uniform designs. Several discrepancies have been proposed in recent literature. A brief, selective review of these measures including some construction algorithms are given in this paper. Furthermore, a critical discussion along with some comparisons is provided, as well. |
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| Keywords: | Discrepancy measures Uniformity Uniform designs Construction algorithms |
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