Limit theorems for maxima and crossings of a sequence of Gaussian processes and approximation of random processes

Author:

Seleznjev O. V.

Abstract

We consider the limit distribution of maxima and point processes, connected with crossings of an increasing level, for a sequence of Gaussian stationary processes. As an application we investigate the limit distribution of the error of approximation of Gaussian stationary periodic processes by random trigonometric polynomials in the uniform metric.

Publisher

Cambridge University Press (CUP)

Subject

Statistics, Probability and Uncertainty,General Mathematics,Statistics and Probability

Reference16 articles.

1. Upcrossing probabilities for stationary Gaussian processes

2. The best approximation of random processes and approximation of periodic random processes;Seleznjev;Univ. Lund Stat. Res. Rep.,1989

3. Adler R. J. (1989) An introduction to continuity, extrema, and related topics for general Gaussian processes. Preprint.

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