UNIFORM QUADRATIC VARIATION FOR GAUSSIAN-PROCESSES

Authors
Citation
Rj. Adler et R. Pyke, UNIFORM QUADRATIC VARIATION FOR GAUSSIAN-PROCESSES, Stochastic processes and their applications, 48(2), 1993, pp. 191-209
Citations number
13
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
03044149
Volume
48
Issue
2
Year of publication
1993
Pages
191 - 209
Database
ISI
SICI code
0304-4149(1993)48:2<191:UQVFG>2.0.ZU;2-N
Abstract
We study the uniform convergence of the quadratic variation of Gaussia n processes, taken over large families of curves in the parameter spac e. A simple application of our main result shows that the quadratic va riation of the Brownian sheet along all rays issuing from a point in [ 0, 1]2 converges uniformly (with probability one) as long as the meshe s of the partitions defining the quadratic variation do not decrease t oo slowly. Another application shows that previous quadratic variation results for Gaussian processes on [0, 1] actually hold uniformly over large classes of partitioning sets.