Inference for copula modeling of discrete data: a cautionary tale and some facts

In this note, we elucidate some of the mathematical, statistical and epistemological issues involved in using copulas to model discrete data. We contrast the possible use of (nonparametric) copula methods versus the problematic use of parametric copula models. For the latter, we stress, among other...

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Bibliographic Details
Main Author: Faugeras Olivier P.
Format: Article
Language:English
Published: De Gruyter 2017-01-01
Series:Dependence Modeling
Subjects:
Online Access:https://doi.org/10.1515/demo-2017-0008