Journal of the
Korean Mathematical Society
JKMS

ISSN(Print) 0304-9914 ISSN(Online) 2234-3008

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J. Korean Math. Soc. 2004; 41(6): 1071-1086

Printed November 1, 2004

Copyright © The Korean Mathematical Society.

Strong consistency for AR model with missing data

Myung Sook Lee

Yonsei University

Abstract

This paper is concerned with the strong consistency of the estimators of the autocovariance function and the spectral density function for the autoregressive process in the case where only an amplitude modulated process with missing data is observed. These results will give a simple and practical sufficient condition for the strong consistency of those estimators. Finally, some examples are given to illustrate the application of main result.

Keywords: strong consistency, Stochastic process, stationary autoregressive process

MSC numbers: 62F12

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