Gaussian Process Conditional Copulas with Applications to Financial Time Series

José Miguel Hernández-Lobato, James Robert Lloyd, Daniel Hernández-Lobato

The estimation of dependencies between multiple variables is a central problem in the analysis of financial time series. A common approach is to express these dependencies in terms…