English

Filtration shrinkage by level-crossings of a diffusion

Probability 2009-09-29 v1

Abstract

We develop the mathematics of a filtration shrinkage model that has recently been considered in the credit risk modeling literature. Given a finite collection of points x1<...<xNx_1<...<x_N in R\mathbb{R}, the region indicator function R(x)R(x) assumes the value ii if x(xi1,xi]x\in(x_{i-1},x_i]. We take F\mathbb{F} to be the filtration generated by (R(Xt))t0(R(X_t))_{t\geq0}, where XX is a diffusion with infinitesimal generator A\mathcal{A}. We prove a martingale representation theorem for F\mathbb{F} in terms of stochastic integrals with respect to NN random measures whose compensators have a simple form given in terms of certain L\'{e}vy measures Fij±F^{j\pm}_i, which are related to the differential equation Au=λu\mathcal{A}u=\lambda u.

Keywords

Cite

@article{arxiv.0707.3866,
  title  = {Filtration shrinkage by level-crossings of a diffusion},
  author = {A. Deniz Sezer},
  journal= {arXiv preprint arXiv:0707.3866},
  year   = {2009}
}

Comments

Published at http://dx.doi.org/10.1214/009117906000000683 in the Annals of Probability (http://www.imstat.org/aop/) by the Institute of Mathematical Statistics (http://www.imstat.org)

R2 v1 2026-06-21T09:01:57.041Z