Limit theorems for weighted nonlinear transformations of Gaussian stationary processes with singular spectra
Probability
2013-03-20 v1
Abstract
The limit Gaussian distribution of multivariate weighted functionals of nonlinear transformations of Gaussian stationary processes, having multiple singular spectra, is derived, under very general conditions on the weight function. This paper is motivated by its potential applications in nonlinear regression, and asymptotic inference on nonlinear functionals of Gaussian stationary processes with singular spectra.
Keywords
Cite
@article{arxiv.1303.4588,
title = {Limit theorems for weighted nonlinear transformations of Gaussian stationary processes with singular spectra},
author = {Alexander V. Ivanov and Nikolai Leonenko and María D. Ruiz-Medina and Irina N. Savich},
journal= {arXiv preprint arXiv:1303.4588},
year = {2013}
}
Comments
Published in at http://dx.doi.org/10.1214/12-AOP775 the Annals of Probability (http://www.imstat.org/aop/) by the Institute of Mathematical Statistics (http://www.imstat.org)