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density of the data, since departing from unimodality canbe a sign of the presence of clusters. We develop an algorithm that … integrates a splitting process inherited from the SAR algorithm (Peña et al., 2004) with unimodality tests such as the dip test … techniques such as projecting multivariate data into one dimension. The results of the application of multivariate unimodality …
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The generalized Pareto (GP) distribution is useful in modeling extreme value data, because of its long tail feature. In this paper, a new generalized version of this distribution which is called the beta generalized Pareto (BGP) distribution is introduced. A new distribution is more flexible and...
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