Local dependence estimation using semiparametric archimedean copulas |
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Authors: | Fran ois Vandenhende,Philippe Lambert |
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Affiliation: | François Vandenhende,Philippe Lambert |
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Abstract: | The authors define a new semiparametric Archimedean copula family which has a flexible dependence structure. The generator of the family is a local interpolation of existing generators. It has locally‐defined dependence parameters. The authors present a penalized constrained least‐squares method to estimate and smooth these parameters. They illustrate the flexibility of their dependence model in a bi‐variate survival example. |
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Keywords: | Archimedean copula local dependence quantile function semiparametric smoothing |
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