Bernstein copula characteristic function

T Bahraoui - Communications in Statistics-Theory and Methods, 2024 - Taylor & Francis
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Constructing copulas using corrected Hermite polynomial expansion for estimating cross foreign exchange volatility

K Shiraya, T Yamakami - European Journal of Operational Research, 2024 - Elsevier
A finite order multivariate Hermite polynomial expansion, as an approximation of a joint
density function, can handle complex correlation structures. However, it does not construct …

Robust Portfolio Allocation Under Dependence Uncertainty and Ambiguity-Aversion

E André, B Tavin - Available at SSRN 4496438, 2023 - papers.ssrn.com
In this paper we address the problem of robust portfolio allocation under uncertainty with
respect to the dependence between risky asset returns and for an ambiguity averse investor …

LASSO-type regularization in Bernstein copula and its application in finance

A Zhang - 2023 - ses.library.usyd.edu.au
In this thesis, we propose a nonparametric Bernstein copula model to address the issue of
approximating copulas flexibly and accurately. The model is penalized using the reciprocal …