A Bayesian Analysis of Spectral ARMA Model

Bezerra et al. (2008) proposed a new method, based on Yule-Walker equations, to estimate the ARMA spectral model. In this paper, a Bayesian approach is developed for this model by using the noninformative prior proposed by Jeffreys (1967). The Bayesian computations, simulation via Markov Monte Carlo...

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Bibliographic Details
Main Authors: Manoel I. Silvestre Bezerra, Fernando Antonio Moala, Yuzo Iano
Format: Article
Language:English
Published: Hindawi Limited 2012-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2012/565894