VaR can in principle be used with any type of probability distribution. When calculating VaR with historical simulation the underlying probability distribution is not normal. VaR is not a perfect risk measure, but it is still of great practical value, together with other risk measures.
Since shipping market price changes are not normally distributed, is VaR (Value-at-Risk) an unreliable risk measure?