平稳MA模型阶数的Bayesian估计

陈敏

系统科学与数学 ›› 1998, Vol. 18 ›› Issue (4) : 447-454.

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PDF(267 KB)
系统科学与数学 ›› 1998, Vol. 18 ›› Issue (4) : 447-454. DOI: 10.12341/jssms09960
论文

平稳MA模型阶数的Bayesian估计

    陈敏
作者信息 +

THE BAYESIAN ESTIMATION OF THE ORDER FOR STATIONARY MA MODEL

    Chen Min; Wu Guofu
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摘要

本文基于Bnyesian估计理论,讨论了MA模型阶的识别,在关于阶和参数的一个一般先验分布下,给出了阶的估计的Bayesian准则,并证明了该估计方法具有强相合性.

Abstract

In this paper, we discuss the problem of determining the order of MA(k) model basing on the Bayesian estimation theory. We give a Bayesian criterion of determining the order for a general prior distribation about the order and the parameters. The

关键词

MA模型 / 阶的估计 / Basesian估计 / 强相合性

Key words

MA(k) model / the order estimation Bayesian estimation / consistency.

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陈敏. 平稳MA模型阶数的Bayesian估计. 系统科学与数学, 1998, 18(4): 447-454. https://doi.org/10.12341/jssms09960
Chen Min. THE BAYESIAN ESTIMATION OF THE ORDER FOR STATIONARY MA MODEL. Journal of Systems Science and Mathematical Sciences, 1998, 18(4): 447-454 https://doi.org/10.12341/jssms09960
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