Some properties of the normalized periodogram of a fractionally integrated separable spatial ARMA (FISSARMA) model

In this article, we study the properties of the normalized periodogram of the Fractionally Integrated Separable Spatial ARMA (FISSARMA) models. In particular, we establish the asymptotic mean of the normalised periodogram and the asymptotic second-order moments of the normalised Fourier coefficients...

Полное описание

Библиографические подробности
Главные авторы: Ghodsi, Alireza, Shitan, Mahendran
Формат: Статья
Язык:English
English
Опубликовано: Taylor & Francis 2013
Online-ссылка:http://psasir.upm.edu.my/id/eprint/30107/1/Some%20properties%20of%20the%20normalized%20periodogram%20of%20a%20fractionally%20integrated%20separable%20spatial%20ARMA.pdf
Описание
Итог:In this article, we study the properties of the normalized periodogram of the Fractionally Integrated Separable Spatial ARMA (FISSARMA) models. In particular, we establish the asymptotic mean of the normalised periodogram and the asymptotic second-order moments of the normalised Fourier coefficients. We also establish the asymptotic distribution of the normalised periodogram. Some numerical results are also provided.