leverages the theory of copula,combined with a probabilistic framework from the machine learning community, to produce a … versatile tool for multiple time-series analysis. I coined this new model Kernel-based Copula Processes (KCPs). Under the new … long-range dependency can be captured by a copula function. The copula function separates the marginal behavior and serial …