Abstract
The stochastic integral representations (martingale representations) of square integrable processes are well-studied problems in applied probability with broad applications in finance. Yet finding explicit expression is not easy and typically done through the Clack-Ocone formula with the advanced machinery of Malliavin calculus. To find an alternative, Shiryaev and Yor (Teor Veroyatnost i Primenen 48(2):375–385, 2003) introduced a relatively simple method using Itô’s formula to develop representations for extrema of Brownian motion. In this paper, we extend their work to provide representations of functionals of time-homogeneous diffusion processes based on the Itô’s formula.
Original language | English (US) |
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Pages (from-to) | 691-715 |
Number of pages | 25 |
Journal | Methodology and Computing in Applied Probability |
Volume | 18 |
Issue number | 3 |
DOIs | |
State | Published - Sep 1 2016 |
Keywords
- Itô formula
- Martingale representation
- Running extremum
- Stochastic integral representation
- Time-homogeneous diffusion processes
ASJC Scopus subject areas
- Statistics and Probability
- Mathematics(all)