Delta bound in an arithmetic stock model Created 2026-10-06 Updated 2026-11-05
For positive volatility and positive remaining maturity, the call price in an arithmetic stock model with interest has option delta , where is the standardized discounted moneyness. Since a finite argument of the standard normal distribution function gives a value strictly between zero and one,For a fixed spot , the maturity limit is , the derivative of the call financial payoff away from its kink. The payoff derivative is undefined at . Under the nondegenerate Gaussian terminal law, the event has probability zero; it is this strike event that is exceptional. At zero interest use the same formula with normal scale .
Past exam of the mathematics course of the University of Cambridge 2014 iii Paper 38 5 b Solution Created 2026-10-03 Updated 2026-10-06
Choose the market price of risk . The Girsanov theorem, with the hypotheses allowed in the question, gives an equivalent martingale measure under whichThus the stock under the risk-neutral measure is a linear Gaussian diffusion. In particular, for its conditional mean and standard deviation arePut and let be the standard normal distribution function. For ,since . Discounting this expectation gives the call price in an arithmetic stock model with interest. A particularly convenient expression isAt maturity define . This value is nonnegative because it is a discounted expectation of a nonnegative payoff.
For , hold shares and hold units of the continuous-time bank account. The pricing function solvesThe Itô formula under the physical measure therefore givesThis proves self-financing and terminal replication, with wealth always . The coefficients are locally smooth before maturity, and the strategy extends to maturity through its continuous wealth limit and the square-integrable discounted payoff representation.
To see minimality, any other nonnegative self-financing portfolio replicating the payoff has discounted wealth a nonnegative local martingale under , hence a supermartingale. Its initial capital must satisfy . The strategy constructed above attains equality. ThusThe additive physical diffusion may take negative stock values; the formula and nonnegative replicating wealth remain valid. Replacing it by a multiplicative Black–Scholes diffusion would give the wrong price and hedge.