학술논문

ANALYSIS OF AN INVERSE FIRST PASSAGE PROBLEM FROM RISK MANAGEMENT.
Document Type
Article
Source
SIAM Journal on Mathematical Analysis. 2006, Vol. 38 Issue 3, p845-873. 29p.
Subject
*BOUNDARY value problems
*RISK management in business
*FINANCIAL markets
*DIFFUSION processes
*DISTRIBUTION (Probability theory)
*PARTIAL differential operators
*VISCOSITY solutions
Language
ISSN
0036-1410
Abstract
We study the following "inverse first passage time" problem. Given a diffusion process Xt and a probability distribution q on [0,∞), does there exist a boundary b(t) such that q(t) = P[τ ≤ t], where τ is the first hitting time of Xt to the time-dependent level b(t)? A free boundary problem for a parabolic partial differential operator is associated with the inverse first passage time problem. We prove the existence and uniqueness of a viscosity solution to this problem. We also investigate the small time behavior of the boundary b(t), presenting both upper and lower bounds. Finally, we derive some integral equations characterizing the boundary. [ABSTRACT FROM AUTHOR]