Saturday, October 30, 2010

Quant Interview Questions 1

1. What is the price of a call as sigma -> infinity?

Ans:
It approaches S. The lognormal distribution is negatively skewed. As sigma -> infinity, although the probability of obtaining a very large S increases, a large portion of the probability mass is pushed towards the origin, making the option more likely to be out of the money (http://en.wikipedia.org/wiki/Log-normal_distribution).

2. Consider a product with maturity T=1, S_0=100, r=0. The product has a "one-hit" payoff, namely it pays \$1 when the underlying hits 120 for the first time, at which point the product terminates. What is the price of such product and how do you hedge it?

Ans:
It is worth 1*100/120 = \$0.8333. The replicating portfolio is simply to buy 0.008333 unit of stock at the inception and sell it off to collect 0.008333*120 = \$1 when the underlying hits 120 for the first time.

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2 comments:

  1. For 1, "making the option more likely to be out of the money", do you mean in the money? Otherwise, the option would be worthless.

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    Replies
    1. I meant "out of the money." Let me clarify: the increased probablity of ending up at very high spot price is counter-balanced by the "pushing towards zero" effect.

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