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First passage time densities of Brownian motion and applications to credit risk

Posted on:2006-11-28Degree:Ph.DType:Thesis
University:Columbia UniversityCandidate:Hernandez-del-Valle, GerardoFull Text:PDF
GTID:2450390005493383Subject:Statistics
Abstract/Summary:
In this thesis we address two related problems: First, we introduce a new approach and derive, a closed form representation of the density of the stopping time tf:=inft≥0&vbm0; Bt=ft in the case in which B is one-dimensional Brownian motion and the barrier f is strictly positive, nondecreasing and right-continuous (without the usual restrictions of differentiability, concavity, and convexity). Second, we introduce a new methodology to study the probability of default in the case in which both the assets V and liabilities L are stochastic and possibly correlated.
Keywords/Search Tags:Brownian motion
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