A class of first-order autoregressive processes is given for which the extreme value limit theorems of Loynes and Leadbetter do not apply. A limit theorem is derived for these processes that depends on the parameter $r$, an integer greater than or equal to 2.
@article{1176994514,
author = {Chernick, Michael R.},
title = {A Limit Theorem for the Maximum of Autoregressive Processes with Uniform Marginal Distributions},
journal = {Ann. Probab.},
volume = {9},
number = {6},
year = {1981},
pages = { 145-149},
language = {en},
url = {http://dml.mathdoc.fr/item/1176994514}
}
Chernick, Michael R. A Limit Theorem for the Maximum of Autoregressive Processes with Uniform Marginal Distributions. Ann. Probab., Tome 9 (1981) no. 6, pp. 145-149. http://gdmltest.u-ga.fr/item/1176994514/