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For unimodal random variable S with fixed momentsand mode m, a formula on variance of any functions of S is provided along the line of Khintchine transform. Upper bounds are derived on the variance of European call options and Gap options. The techniques are based on symmetrization, domination by quadratic functions of two variables and change of measures.

Variance Bounds for Functions of Unimodal Random Variable