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Consider Brownian motion Bt and its maximum Mt = max0 [less-than-or-equals, slant] s [less-than-or-equals, slant] t Bs. We derive the joint distribution of (Ms, Bt) for all s and make a generalization to correlated BM. These distributions are applied to price barrier options.
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