Five-Percent Days the Bell Curve Forbids

An equity index has an annualised volatility of 16% 16\% , and there are about 252 252 trading days in a year. Model daily log returns as independent and normally distributed with that volatility.

(a) Under this model, how often should the index move more than 3% 3\% in a single day? More than 5% 5\% ? (b) The real index has had well over a dozen daily moves beyond 5% 5\% in the past century, several of them within the same few weeks. What is wrong with the model, and what is the smallest change that repairs it?

Answer

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