Past exam of the mathematics course of the University of Cambridge 2010 ii Paper 3 29I Solution Created 2026-09-24 Updated 2026-10-14
A state-price density is a strictly positive random variable withOn the stock-state space this means a positive integrable function satisfying and . Equivalently is an equivalent probability measure with . Such measures exist because , for example exponential tilts of the uniform law with mean tuned to .
By the fundamental theorem of asset pricing, any arbitrage-free claim price is represented by such a density in the enlarged market. For payout ,with strictness because equivalence preserves the stock's nondegenerate distribution. Also almost surely, so . Hence .
When , nonnegative wealth for all stock states requires . At wealth is . The tangent inequality for the strictly concave square root gives, for ,Uniform integration gives and , so the expected linear term vanishes exactly when . Strict concavity makes equality possible only for . Thus the unique optimal holding is , including this boundary optimum without assuming an interior maximizer.
The marginal utility price density isIt is integrable and satisfies both pricing constraints: and . Therefore