Joint law of an Ornstein–Uhlenbeck process and its supremum
Author(s) -
Christophette BlanchetScalliet,
Diana Dorobantu,
Laura Gay
Publication year - 2020
Publication title -
journal of applied probability
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.668
H-Index - 59
eISSN - 1475-6072
pISSN - 0021-9002
DOI - 10.1017/jpr.2020.22
Subject(s) - infimum and supremum , ornstein–uhlenbeck process , mathematics , expression (computer science) , parabolic cylinder function , brownian motion , function (biology) , monte carlo method , statistical physics , probability density function , mathematical analysis , law , stochastic process , statistics , parabolic partial differential equation , physics , partial differential equation , evolutionary biology , computer science , political science , biology , programming language
We propose an expression for the joint density / distribution function for the endpoint of an Ornstein-Uhlenbeck process and its supremum. This law is expressed as an expansion involving parabolic cylinder functions. We obtain this law faster than with a Monte Carol's method. Numerical applications illustrate the interest of this result.
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