Hernández-Lobato, José Miguel; Suárez, Alberto - In: Computational Statistics & Data Analysis 55 (2011) 6, pp. 2038-2058
While parametric copulas often lack expressive capacity to capture the complex dependencies that are usually found in empirical data, non-parametric copulas can have poor generalization performance because of overfitting. A semiparametric copula method based on the family of bivariate...