Derive the call option price based on BSM model.Suppose you have already proved that𝐸[max(𝑉 − 𝐾, 0)] = 𝐸(𝑉)𝑁(𝑑1) − 𝐾𝑁(𝑑2)for a lognormally distributed 𝑉, where𝑑1 = ln[𝐸(𝑉)/𝐾] + 𝑤2/2𝑤𝑑2 = ln[𝐸(𝑉)/𝐾] − 𝑤2/2𝑤and 𝑤 is the standard deviation of 𝑙𝑛𝑉.
Question
Derive the call option price based on BSM model.Suppose you have already proved that𝐸[max(𝑉 − 𝐾, 0)] = 𝐸(𝑉)𝑁(𝑑1) − 𝐾𝑁(𝑑2)for a lognormally distributed 𝑉, where𝑑1 = ln[𝐸(𝑉)/𝐾] + 𝑤2/2𝑤𝑑2 = ln[𝐸(𝑉)/𝐾] − 𝑤2/2𝑤and 𝑤 is the standard deviation of 𝑙𝑛𝑉.
Solution
The Black-Scholes-Merton (BSM) model is a mathematical model used to calculate the theoretical price of options. The model assumes that financial markets are efficient and that the price of the underlying asset (in this case, V) follows a geometric Brownian motion with constant volatility.
Given the formula you provided, we can derive the price of a call option (C) as follows:
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Start with the expected payoff of a call option, which is E[max(V - K, 0)]. This represents the expected value of the option at expiration, where V is the price of the underlying asset, and K is the strike price of the option.
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According to the formula you provided, this expected payoff can be rewritten as E(V)N(d1) - KN(d2), where N(d) is the cumulative distribution function of the standard normal distribution.
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The variables d1 and d2 are given by the formulas: d1 = ln[E(V)/K] + w^2/2w d2 = ln[E(V)/K] - w^2/2w Here, w is the standard deviation of lnV, and ln is the natural logarithm.
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Substitute these expressions for d1 and d2 into the formula for the expected payoff to get the price of the call option: C = E(V)N(d1) - KN(d2)
So, the price of a call option according to the BSM model is given by the expected value of the underlying asset times the cumulative distribution function of d1, minus the strike price times the cumulative distribution function of d2. This formula takes into account the expected future value of the underlying asset (E(V)), the strike price of the option (K), and the volatility of the underlying asset (w).
Similar Questions
You plan to value a call option on a non-dividend-paying stock. The current stock value is𝑆0 = 50, the strike price of the option is 𝐾 = 53, the time to maturity is 𝑇 = 1. Supposethe risk-free interest rate is 5%.1) (10 points) Suppose the implied volatility for 𝐾/𝑆0 = 1 is 3%, implied volatilityfor 𝐾/𝑆0 = 1.05 is 3.5%, and implied volatility for 𝐾/𝑆0 = 1.1 is 4%.Calculate the option value based on BSM model
We place ourselves withinthe setup of the Black-Scholes market model M = (B, S) with a unique martingalemeasure ˜P. Consider a European contingent claim Y with maturity T and thefollowing payoffY = γST − max (ST , L)where L = erT S0 and γ > 0 is a real number. We take for granted the Black-Scholespricing formulae for the call and put options.(a) Sketch the profile of the payoff Y as a function of the stock price ST at time Tand show that Y admits the representation Y = γST − CT (L) − L where CT (L)denotes the payoff at time T of the European call option with strike L.(b) Find an explicit expression for the arbitrage price πt(Y ) at time 0 ≤ t < T interms of Ft := ertS0, St and S0. Then compute the price π0(Y ) in terms of S0and use the equality N (x) − N (−x) = 2N (x) − 1 to simplify your result.
We place ourselves withinthe setup of the Black-Scholes market model M = (B, S) with a unique martingalemeasure ˜P. Consider a European contingent claim Y with maturity T and thefollowing payoffY = γST − max (ST , L)where L = erT S0 and γ > 0 is a real number. We take for granted the Black-Scholespricing formulae for the call and put options.(a) Sketch the profile of the payoff Y as a function of the stock price ST at time Tand show that Y admits the representation Y = γST − CT (L) − L where CT (L)denotes the payoff at time T of the European call option with strike L.(b) Find an explicit expression for the arbitrage price πt(Y ) at time 0 ≤ t < T interms of Ft := ertS0, St and S0. Then compute the price π0(Y ) in terms of S0and use the equality N (x) − N (−x) = 2N (x) − 1 to simplify your result.(c) Compute and describe the hedging strategy at time 0 for the claim Y .(d) Find the limits lim σ→0 π0(Y ) and lim σ→∞ π0(Y ).(e) Explain why the price π0(Y ) is negative when γ = 1 by analysing the payoff Y
e place ourselves withinthe setup of the Black-Scholes market model M = (B, S) with a unique martingalemeasure ˜P. Consider a European contingent claim Y with maturity T and thefollowing payoffY = γST − max (ST , L)where L = erT S0 and γ > 0 is a real number. We take for granted the Black-Scholespricing formulae for the call and put options.(a) Sketch the profile of the payoff Y as a function of the stock price ST at time Tand show that Y admits the representation Y = γST − CT (L) − L where CT (L)denotes the payoff at time T of the European call option with strike L.
e place ourselves withinthe setup of the Black-Scholes market model M = (B, S) with a unique martingalemeasure ˜P. Consider a European contingent claim Y with maturity T and thefollowing payoffY = γST − max (ST , L)where L = erT S0 and γ > 0 is a real number. We take for granted the Black-Scholespricing formulae for the call and put options.(a) Sketch the profile of the payoff Y as a function of the stock price ST at time Tand show that Y admits the representation Y = γST − CT (L) − L where CT (L)denotes the payoff at time T of the European call option with strike L.(b) Find an explicit expression for the arbitrage price πt(Y ) at time 0 ≤ t < T interms of Ft := ertS0, St and S0. Then compute the price π0(Y ) in terms of S0and use the equality N (x) − N (−x) = 2N (x) − 1 to simplify your result.(c) Compute and describe the hedging strategy at time 0 for the claim Y .(d) Find the limits lim σ→0 π0(Y ) and lim σ→∞ π0(Y ).(e) Explain why the price π0(Y ) is negative when γ = 1 by analysing the payoff Y .
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