Chapter 28

Financial mathematics

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Problem 28.1

Let

Φ(x)=12π∫−∞xe−y2/2dy \Phi (x)=\frac{1}{\sqrt{2 \pi }} \int _{-\infty }^{x} e^{-y^{2} / 2} d y

the cumulative normal distribution function. Rewrite the Black-Scholes formula for the value of a European call in terms of Φ\Phi. This is the way the Black-Scholes formula is written in finance books.

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Problem 28.2

A European put that gives one the option to sell a share of stock at price KK at time tEt_{E} has value (K−StE)+\left(K-S_{t_{E}}\right)^{+}at time tEt_{E}. Find the present-day value of the European put at time 0 .

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Problem 28.3

Carry out the details of the proof of Theorem 28.1 for Case 2.

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Problem 28.4

If the utility function in Section 28.4 is U(x)=log⁡xU(x)=\log x instead of U(x)=xpU(x)=x^{p}, what is the optimal choice for uu ?

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Problem 28.5

Let a,b>0a, b>0, let YiY_{i} be i.i.d. random variables that take only the values bb and −a-a, and let Sn=∑i=1nYiS_{n}=\sum_{i=1}^{n} Y_{i}. Show that if P(Y1=b)>0\mathbb {P}\left(Y_{1}=b\right)>0 and P(Y1=−a)>0\mathbb {P}\left(Y_{1}=-a\right)>0, there exists a probability measure Q\mathbb {Q} equivalent to P\mathbb {P} under which SnS_{n} is a martingale. Describe the Radon-Nikodym derivative of Q\mathbb {Q} with respect to P\mathbb {P}.

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Problem 28.6

Suppose the interest rate rr is equal to 0 and an option VV has payoff

sup⁡s≤teSs \sup _{s \leq t_{e}} S_{s}

at time tet_{e}. What is the price of VV at time 0 ?

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Problem 28.7

Suppose the interest rate rr is equal to 0 . Let UU be the option that pays off −inf⁡s≤teSs-\inf_{s \leq t_{e}} S_{s} at time tet_{e}. What is the price of UU at time 0 ?

If VV is as in Exercise 28.6, then U+VU+V is the option that pays off the maximum of the stock price minus the minimum of the stock price, in other words, "buy low, sell high." Naturally such an option would be expensive. It is remarkable that there exists a trading strategy that can duplicate this payoff, even though the times when the maximum and minimum occur are not stopping times.

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