In the cash-numéraire market , let a smooth call value solve . Its delta hedge is . Differentiating the pricing equation giveswith this terminal condition interpreted away from . If the terminal law has no atom at , its assigned value at that point does not affect expectation pricing; a degenerate or absorbed diffusion can instead require a separate strike-boundary analysis. By Itô formula, , while . Thus holding shares and cash replicates the terminal call. The drift in the option delta equation comes from differentiating the spatially varying diffusion coefficient, not from a drift in the original stock.
Suppose is bounded and let , . The Novikov condition makes a strictly positive true martingale. For solving the call delta equation for a driftless local volatility diffusion, the product formula givesThe two drift terms cancel through quadratic covariation. Thus is a local martingale. If it is a true martingale on the closed horizon, its terminal value is , soThe upper bound uses . Equivalently, the option delta is the terminal-exceedance probability under the measure with density .
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