Log-price dynamics under geometric Brownian motion
Question
A stock follows . Use Ito's formula to find the stochastic differential of .
Short answer
. With , and , and , so the second-order term subtracts . The log-price is therefore a Brownian motion with drift, which is why is lognormal.
Adapted from Joshi, Denson & Downes, Quant Job Interview Questions and Answers, Q3.44, p.85; question and answer rewritten by SelfMadeQuant.com.
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