Title of article :
On the maximum of periodic integer-valued sequences with exponential type tails via max-semistable laws
Author/Authors :
Hall، نويسنده , , Andreia and da Graça Temido، نويسنده , , Maria، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2012
Abstract :
In this work we study the limiting distribution of the maximum term of periodic integer-valued sequences with marginal distribution belonging to a particular class where the tail decays exponentially. This class does not belong to the domain of attraction of any max-stable distribution. Nevertheless, we prove that the limiting distribution is max-semistable when we consider the maximum of the first kn observations, for a suitable sequence { k n } increasing to infinity. We obtain an expression for calculating the extremal index of sequences satisfying certain local conditions similar to conditions D ( m ) ( u n ) , m ∈ N , defined by Chernick et al. (1991). We apply the results to a class of max-autoregressive sequences and a class of moving average models. The results generalize the ones obtained for the stationary case.
Keywords :
Integer-valued sequences , periodic sequences , Extremal index , Binomial thinning
Journal title :
Journal of Statistical Planning and Inference
Journal title :
Journal of Statistical Planning and Inference