In this paper, we propose an explicit estimation of Value-at-Risk (VaR) and Expected Shortfall (ES) for Linear Portfolios when the risk factors change with a conditional convex mixture of generalized Laplace distributions with a time-varying kurtosis. We therefore introduce the dynamics...