Abstract:
We give an equivalent definition of the conditional quantile reproducibility
property for multivariate probability distributions using the concept of copula.
Based on this definition, we establish a connection between the conditional
quantile reproducibility property and the simplifying assumption from the
simplified pair copula construction. Additionally, we show that the conditional
quantile reproducibility is preserved when moving from a multivariate
distribution to its copula.