Journal of the American Statistical Association

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21.09.2022

Distribution of Distances based Object Matching: Asymptotic Inference

Authors Weitkamp CA, Proksch K, Tameling C, Munk A Journal Journal of the American Statistical Association Citation J Am Stat Assoc. 1-32. 2022. Abstract In this paper, we aim to provide a statistical theory for object matching based on a lower bound of the Gromov-Wasserstein distance related to the distribution
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27.01.2021

Multiscale quantile segmentation

Authors Vanegas LJ, Behr M, Munk A Journal Journal of the American Statistical Association Citation Journal of the American Statistical Association. 2021 Jan 27. Abstract We introduce a new methodology for analyzing serial data by quantile regression assuming that the underlying quantile function consists of constant segments. The procedure does
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