A method to obtain new copulas from a given one
Given a strictly increasing continuous function φ from [0, 1] to [0, 1] and its pseudo-inverse φ <Superscript>[−1]</Superscript>, conditions that φ must satisfy for C<Subscript> φ </Subscript>(x<Subscript>1</Subscript>, . . . ,x<Subscript>n</Subscript>)=φ <Superscript>[−1]</Superscript>(C(φ(x<Subscript>1</Subscript>), . . . ,φ(x<Subscript>n</Subscript>))) to be a copula for any copula C are studied. Some basic properties of the copulas obtained in this way are analyzed and several examples of generator functions φ that can be used to construct copulas C<Subscript> φ </Subscript> are presented. In this manner, a method to obtain from a given copula C a variety of new copulas is provided. This method generalizes that used to construct Archimedean copulas in which the original copula C is the product copula, and it is related with mixtures Copyright Springer-Verlag 2005
Year of publication: |
2005
|
---|---|
Authors: | Morillas, Patricia Mariela |
Published in: |
Metrika. - Springer. - Vol. 61.2005, 2, p. 169-184
|
Publisher: |
Springer |
Subject: | Probability distributions with given marginals | copulas | Archimedean copulas | mixtures |
Saved in:
Saved in favorites
Similar items by subject
-
Evidence on copula-based double-hurdle models with flexible margins
Schwiebert, Jörg, (2016)
-
Umeorah, Nneka, (2021)
-
Collective risk models with dependence
Cossette, Hélène, (2019)
- More ...