However, this approach is often hand-designed which requires human experts to define the form of each bivariate copula, and hence often results in overfitting.
gaussian copula (Xue- Kun Song, 2000;Frey et al., 2001) is often used since its multivariate expression has a simple form and hence does not suffer from the curse of dimensionality.