Estimation of a matrix-valued parameter of an autoregressive process with nonstationary noise
Authors:
A. P. Yurachkivskii and D. O. Ivanenko
Translated by:
V. Zayats
Original publication:
Teoriya Imovirnostei ta Matematichna Statistika, tom 72 (2005).
Journal:
Theor. Probability and Math. Statist. 72 (2006), 177-191
MSC (2000):
Primary 62F12; Secondary 60F05
DOI:
https://doi.org/10.1090/S0094-9000-06-00675-2
Published electronically:
September 6, 2006
MathSciNet review:
2168147
Full-text PDF
Abstract | References | Similar Articles | Additional Information
Abstract: Suppose that is the least squares estimator constructed from
observations of an unknown matrix
in an autoregressive process
. Under the assumption that the sequence
is a martingale difference, not necessarily stationary and ergodic, we find the limit distribution as
of the statistic
by using methods of stochastic analysis. This limit distribution may be different from the normal distribution.
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Additional Information
A. P. Yurachkivskii
Affiliation:
Department of Mathematics and Theoretical Radiophysics, Faculty of Radiophysics, Taras Shevchenko National University, Glushkov Ave. 2, Building 5, 03127 Kyïv, Ukraine
Email:
yap@univ.kiev.ua
D. O. Ivanenko
Affiliation:
Department of Mathematics and Theoretical Radiophysics, Faculty of Radiophysics, Taras Shevchenko National University, Glushkov Ave. 2, Building 5, 03127 Kyïv, Ukraine
Email:
ida@univ.kiev.ua
DOI:
https://doi.org/10.1090/S0094-9000-06-00675-2
Received by editor(s):
May 24, 2004
Published electronically:
September 6, 2006
Article copyright:
© Copyright 2006
American Mathematical Society