Karhunen-Lo\`{e}ve expansions of mean-centered Wiener processes
Probability
2007-05-23 v1
Abstract
For , we provide the Karhunen-Lo\`{e}ve expansion of the weighted mean-centered Wiener process, defined by for . We show that the orthogonal functions in these expansions have simple expressions in term of Bessel functions. Moreover, we obtain that the norm of is identical in distribution with the norm of the weighted Brownian bridge .
Keywords
Cite
@article{arxiv.math/0612693,
title = {Karhunen-Lo\`{e}ve expansions of mean-centered Wiener processes},
author = {Paul Deheuvels},
journal= {arXiv preprint arXiv:math/0612693},
year = {2007}
}
Comments
Published at http://dx.doi.org/10.1214/074921706000000761 in the IMS Lecture Notes Monograph Series (http://www.imstat.org/publications/lecnotes.htm) by the Institute of Mathematical Statistics (http://www.imstat.org)