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Random variable generation using concavity properties of transformed densities


Author(s) : U. Of Toronto T. Swartz M. Evans Simon Fraser U, 
Publisher : N/A
Publication Date : 1998
ISSN : N/A
Abstract : Algorithms are developed for constructing random variable generators for families of densities. The generators depend on the concavity structure of a transformation of the density The resulting algorithms are rejection algorithms and the methods of this paper are concerned with constructing good rejection algorithms for general densities. Keywords: random variate generator, T-concavity and T-convexity, points of inflection, adaptive rejection sampling. 1,