In this thesis, we examine how marine fuels could be used in asset allocation with respect to portfolio management in a multivariate modelling and cross- hedging framework. The territory that remains largely unexplored is the level of interdependence between bunker spot and five most actively traded energy futures contracts. This approach relies on the (A)DCC-GARCH models as a workhorse of financial applications. We investigate whether all correla- tions and volatilities show asymmetry of responses to positive and negative innovations during both normal and turbulent periods and whether patterns of correlations could be traced across the global ports. In doing so, time- varying conditional variance-covariance matrices estimated from these m...