In this thesis, the value at risk is introduced and analyzed for financial data especially the sensitivity of VAR with respect to portfolio allocation is analyzed. Analytical expressions for the first and second derivative of the VAR are derived and it is explained how they can be used to simplify statistical inference and to perform a logical analysis of the VAR. An empirical illustration of such an analysis is given for the portfolio of French stocks and another portfolio which contains gold coin and dollars in Iran's Market