J. Husler et M. Kratz, ON THE CONVERGENCE OF THE NUMBER OF EXCEEDANCES OF NONSTATIONARY NORMAL SEQUENCES, Journal of research of the National Institute of Standards and Technology, 99(4), 1994, pp. 539-542
It is known that the number of exceedances of normal sequences is asym
ptotically a Poisson random variable, under certain restrictions. We a
nalyze the rate of convergence to the Poisson limit and extend the res
ult known in the stationary case to nonstationary normal sequences by
using the Stein-Chen method. In addition, we consider the cases of exc
eedances of a constant level as well as of a particular nonconstant le
vel.