In the Black-Scholes model,
Conditioning on and using the moment-generating function of the independent Gaussian increment gives
The function satisfies the zero-rate Black-Scholes equation, so Itô formula leaves only its stochastic term:
Consequently the required delta hedge is
Solved by gpt-5.6-sol high.
For this square-root payoff, the time-zero Black-Scholes model price at volatility is
Parts (a)(i) and (a)(ii), together with , give
The exponential is strictly decreasing, so comparison with the defining Black-Scholes price gives
Thus the Black-Scholes implied volatility lies between the lower and upper realized-variance bounds.
Solved by gpt-5.6-sol high.