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Dependence Modeling | Vol.5, Issue.1 | | Pages

Dependence Modeling

About tests of the “simplifying” assumption for conditional copulas

Derumigny Alexis,Fermanian Jean-David  
Abstract

We discuss the so-called “simplifying assumption” of conditional copulas in a general framework. We introduce several tests of the latter assumption for non- and semiparametric copula models. Some related test procedures based on conditioning subsets instead of point-wise events are proposed. The limiting distributions of such test statistics under the null are approximated by several bootstrap schemes, most of them being new. We prove the validity of a particular semiparametric bootstrap scheme. Some simulations illustrate the relevance of our results.

Original Text (This is the original text for your reference.)

About tests of the “simplifying” assumption for conditional copulas

We discuss the so-called “simplifying assumption” of conditional copulas in a general framework. We introduce several tests of the latter assumption for non- and semiparametric copula models. Some related test procedures based on conditioning subsets instead of point-wise events are proposed. The limiting distributions of such test statistics under the null are approximated by several bootstrap schemes, most of them being new. We prove the validity of a particular semiparametric bootstrap scheme. Some simulations illustrate the relevance of our results.

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Derumigny Alexis,Fermanian Jean-David,.About tests of the “simplifying” assumption for conditional copulas. 5 (1),.

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