Daily plus or minus fifty percent over a year
Question
Each trading day a trader's capital either rises by (probability ) or falls by (probability ), independently. (a) What is the probability that after trading days he has more than he started with? (b) Over which number of days is the probability of being ahead largest?
Short answer
(a) About . (b) Three days, with probability . After days with up-days wealth is , so he is ahead iff ; for that needs , and the binomial tail is . Expected log growth is negative, so the chance decays with horizon; checking small , (needing or more ups) is best.
Adapted from Wilmott, Frequently Asked Questions in Quantitative Finance, ch. 10 brainteaser 'Annual returns', p.353; question and answer rewritten by SelfMadeQuant.com.
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