TY - JOUR
T1 - Martingale representation for Poisson processes with applications to minimal variance hedging
AU - Last, Gunter
AU - Penrose, Mathew D
PY - 2011
Y1 - 2011
N2 - We consider a Poisson process n on a measurable space equipped with a strict partial ordering, assumed to be total almost everywhere with respect to the intensity measure of n. We give a Clark-Ocone type formula providing an explicit representation of square integrable martingales (defined with respect to the natural filtration associated with n), which was previously known only in the special case, when is the product of Lebesgue measure on R+ and a -finite measure on another space X. Our proof is new and based on only a few basic properties of Poisson processes and stochastic integrals. We also consider the more general case of an independent random measure in the sense of Ito of pure jump type and show that the Clark-Ocone type representation leads to an explicit version of the Kunita-Watanabe decomposition of square integrable martingales. We also find the explicit minimal variance hedge in a quite general financial market driven by an independent random measure.
AB - We consider a Poisson process n on a measurable space equipped with a strict partial ordering, assumed to be total almost everywhere with respect to the intensity measure of n. We give a Clark-Ocone type formula providing an explicit representation of square integrable martingales (defined with respect to the natural filtration associated with n), which was previously known only in the special case, when is the product of Lebesgue measure on R+ and a -finite measure on another space X. Our proof is new and based on only a few basic properties of Poisson processes and stochastic integrals. We also consider the more general case of an independent random measure in the sense of Ito of pure jump type and show that the Clark-Ocone type representation leads to an explicit version of the Kunita-Watanabe decomposition of square integrable martingales. We also find the explicit minimal variance hedge in a quite general financial market driven by an independent random measure.
UR - http://www.scopus.com/inward/record.url?scp=79956208530&partnerID=8YFLogxK
UR - http://arxiv.org/abs/1001.3972
UR - http://dx.doi.org/10.1016/j.spa.2011.03.014
U2 - 10.1016/j.spa.2011.03.014
DO - 10.1016/j.spa.2011.03.014
M3 - Article
SN - 0304-4149
VL - 121
SP - 1588
EP - 1606
JO - Stochastic Processes and their Applications
JF - Stochastic Processes and their Applications
IS - 7
ER -