A state-price density is a strictly positive random variable with
On 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 is
It is integrable and satisfies both pricing constraints: and . Therefore