A Note on the Asymptotic Independence of High Level Crossings for Dependent Gaussian Processes

Abstract

It is shown that the numbers of high level crossings by $p$ dependent stationary Gaussian processes have asymptotically independent Poisson distributions if the observation interval and the height of the level increase in a coordinated way. The processes may be highly correlated, even linearly dependent.