research

An overview of the goodness-of-fit test problem for copulas

Abstract

We review the main "omnibus procedures" for goodness-of-fit testing for copulas: tests based on the empirical copula process, on probability integral transformations, on Kendall's dependence function, etc, and some corresponding reductions of dimension techniques. The problems of finding asymptotic distribution-free test statistics and the calculation of reliable p-values are discussed. Some particular cases, like convenient tests for time-dependent copulas, for Archimedean or extreme-value copulas, etc, are dealt with. Finally, the practical performances of the proposed approaches are briefly summarized

    Similar works

    Full text

    thumbnail-image

    Available Versions

    Last time updated on 03/01/2020
    Last time updated on 05/06/2019