YULE-WALKER ESTIMATES AND ASYMPTOTIC I-DIVERGENCE RATE

被引:0
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作者
MICHALEK, J [1 ]
机构
[1] CZECHOSLOVAK ACAD SCI,INST INFORMAT THEORY & AUTOMAT,CS-18208 PRAGUE 8,CZECHOSLOVAKIA
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The goal of the paper is to show a close connection between the Yule-Walker estimates and the so-called alpha-estimates, which were introduced and investigated by Vajda, see [1]. It is proved that the Yule-Walker estimates can be obtained by minimization of the asymtotic I-divergence rate between a probability measure corresponding to an autoregressive stationary random sequence and a suitable probability measure derived from observations.
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页码:387 / 398
页数:12
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