A Novel Nonparametric Estimation for Conditional Copula Functions Based on Bayes Theorem

Conditional copula which measures the conditional dependence among variables, possesses a special position in copula field. In this article, based on Bayes theorem, we derive three kinds of conditional copula functions as the product of the corresponding conditional copula density functions and the...

Full description

Bibliographic Details
Main Authors: Xinyao Li, Weihong Zhang, Liangli He
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8938796/