Abstract:
Max-linear processes are considered. It is assumed that innovations and process values have the standard Fréchet distribution. Simple statistical estimators for parameters are proposed. Some estimators for parameters of the first-order max-autoregressive processes are compared on variances.
Keywords:max-linear processes; max-autoregressive processes; Fréchet distribution; statistical analysis; heavy tails.