Estimating non-linear serial and cross-interdependence between financial assets

► The student's t copula predominates in the relationships of the returns. ► There is a fast decrease in the association of the returns along time. ► The Joe copula predominates in the fit of the volatility relationships. ► Magnitude and persistence of lagged associations is larger for risks than returns. ► The association in the tails is generally larger than the absolute.