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JOURNALS // Sistemy i Sredstva Informatiki [Systems and Means of Informatics] // Archive

Sistemy i Sredstva Inform., 2017 Volume 27, Issue 2, Pages 16–28 (Mi ssi512)

This article is cited in 1 paper

Statistical analysis of max-linear processes

A. V. Lebedev

Faculty of Mechanics and Mathematics, M. V. Lomonosov Moscow State University, Main Building, 1 Leninskiye Gory, Moscow 119991, Russian Federation

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.

Received: 30.10.2016

DOI: 10.14357/08696527170202



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