Black-Scholes digital option formula 2026-10-03
In the Black-Scholes model, a digital call option and digital put option with remaining maturity have valueswhere is defined in the Black-Scholes formula. For , the digital-call delta hedge is
Normalized Black-Scholes call function 2026-10-06
For , define , where has the standard normal distribution. For , completing the square in the standard normal density giveswhere is the standard normal distribution function. The boundary values are and . Multiplying by the current stock price produces a zero-interest Black-Scholes formula with total variance and relative strike .
Option vega 2026-10-14
The vega of an European option is the derivative of its price with respect to spot volatility, holding its other parameters fixed. A dividend-free European call option under the Black-Scholes formula has . Differentiation proves this because and . Positivity proves uniqueness of Black-Scholes implied volatility for prices strictly between the limiting call-price bounds.
Differentiate the Black-Scholes formula for the European put option with respect to its strike. The chain rule givesThe final two terms cancel by both identities in part i. Hence the put-price strike derivative is
Past exam of the mathematics course of the University of Cambridge 2001 iii Paper 23 3 e Solution Created 2026-10-03 Updated 2026-10-14
For strike and maturity , a European call option and a European put option have boundary conditionsThe Black-Scholes equation is solved backward from these conditions. At zero stock price, the zero state is absorbing in geometric Brownian motion, soAt the other boundary, with ,These conditions and a suitable growth bound select the financial solution and provide boundary data for numerical truncations. In the constant-coefficient model, under the risk-neutral measure,For and , the exercise event is . Completing the square in times the normal density gives the truncated first moment and hencewhere is the standard normal cumulative distribution function. These are the Black-Scholes formula values and satisfy the specified terminal and boundary conditions.
Put-call parity is the relationA call minus a put has terminal financial payoff . A portfolio of one share minus a zero-coupon bond paying has the same financial payoff, so absence of arbitrage and law of one price equate their current values. The formula here assumes the same strike and maturity and no dividends; known dividends modify the stock-side value.
Past exam of the mathematics course of the University of Cambridge 2005 ii Paper 4 28J a Solution Created 2026-09-24 Updated 2026-10-14
For positive spot, strike, volatility and maturity, the Black-Scholes formula iswhere and . Degenerate zero-volatility or zero-maturity cases are obtained by limits.
Past exam of the mathematics course of the University of Cambridge 2008 ii Paper 1 28J a Solution Created 2026-09-24 Updated 2026-10-14
For positive , the Black-Scholes formula usesTo hedge the sold European call option, buy shares and borrow in cash. This long replicating strategy has initial value , financed by the option premium. The share holding must subsequently be rebalanced according to the option's option delta in a self-financing strategy.
Past exam of the mathematics course of the University of Cambridge 2008 ii Paper 1 28J c Solution Created 2026-09-24 Updated 2026-10-14
As , the Black-Scholes formula tends to . This also follows by discounting the deterministic zero-volatility payoff; at equality the limiting value is zero.
If and a call trades at , buy a call, short one share, and buy a bond paying at maturity. Invest the positive initial surplus . At maturity the call, share and bond together pay , in addition to the strictly positive invested surplus. If the lower bound is zero, violating it means : buy the call and invest the cash received, obtaining a nonnegative option payoff and a strictly positive bank payoff. Both strategies are arbitrages.
Past exam of the mathematics course of the University of Cambridge 2008 ii Paper 1 28J d Solution Created 2026-09-24 Updated 2026-10-14
Write for the standard normal density. Differentiating the Black-Scholes formula and using givesThe last equality follows by differentiating . This derivative is the option's vega.
Past exam of the mathematics course of the University of Cambridge 2008 ii Paper 1 28J e Solution Created 2026-09-24 Updated 2026-10-14
The Black-Scholes implied volatility of a traded call price is the volatility which makes the Black-Scholes formula equal to . Forthe price is a continuous strictly increasing function of , by its positive vega, with precisely these endpoint limits. The intermediate value theorem and strict monotonicity therefore give a unique positive implied volatility. The lower endpoint corresponds to the limiting value ; the upper endpoint is reached only as . Prices outside the bounds admit the arbitrages above and have no implied volatility.
Past exam of the mathematics course of the University of Cambridge 2009 ii Paper 3 29J Solution Created 2026-09-24 Updated 2026-10-14
A standard Brownian motion starts at zero, has continuous sample paths, and has independent increments for . The Black-Scholes model assumes a frictionless market permitting continuous, self-financing trading and short selling, a bank account at constant interest rate, and a non-dividend-paying assetwith constant coefficients and no arbitrage.
For an option price , Itô's formula gives diffusion coefficient . Holding units of the asset hedges this diffusion. The hedged portfolio has value and instantaneous gain , so no arbitrage requiresEquivalently, the risk-neutral measure makes a martingale and gives the solution . Under that measure,Put and . Then , and completing the square in the normal integral gives . Therefore the Black-Scholes formula isHere ; a zero strike has value directly.
For the forward-start call option, condition at the strike-fixing time . Given , the remaining asset-price ratio has the same lognormal law over , independently of past increments. Thus its time- value isSince , conditioning once more yieldsThe strike is random before ; inserting an unknown as a fixed strike at time zero would miss the conditioning step.
Past exam of the mathematics course of the University of Cambridge 2019 ii Paper 3 29K a Solution Created 2026-09-24 Updated 2026-10-03
PutThe call payoff is , and it is positive whenWriting for the standard normal density, the given risk-neutral pricing formula becomesCompleting the square givesso the two tail integrals are and , where is the standard normal distribution function. Therefore the Black-Scholes formula is
The payoff identityreplicates the call-minus-put position by one stock and borrowing the present value of . Hence put-call parity givesand therefore
Past exam of the mathematics course of the University of Cambridge 2020 ii Paper 4 29K iv Solution Created 2026-09-24 Updated 2026-09-29
Under ,DefineThe standard normal cumulative distribution function then givesSubstitution into the discounted expected payoff yields the Black-Scholes formula