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Why perfect delta-hedging still leaves random P&L

Asked at Jane Street, SIG

You sell an option, price it at exactly the volatility the stock will realize, and delta-hedge it, but only at discrete moments (say once a day), not continuously.

Even with the "correct" volatility, your hedging P&L is random. Where does the noise come from, and how does it shrink as you hedge more often?

Your answer

This one is open-ended. Work it through, then check your reasoning against the full solution.

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