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JOURNALS // Problemy Peredachi Informatsii // Archive

Probl. Peredachi Inf., 2012 Volume 48, Issue 2, Pages 48–64 (Mi ppi2074)

This article is cited in 4 papers

Methods of Signal Processing

On frequency estimation for a periodic ergodic diffusion process

R. Höpfnera, Yu. A. Kutoyantsb

a Institut für Mathematik, Johannes Gutenberg Universität, Mainz, Germany
b Laboratoire de Statistique et Processus, Université du Maine, Le Mans, France

Abstract: We consider the problem of frequency estimation by observations for a periodic diffusion process possessing ergodic properties in two different situations. The first corresponds to a trend coefficient continuously differentiable with respect to parameter, and the second, to a discontinuous trend coefficient. It is shown that in the first case the maximum likelihood and Bayesian estimators are asymptotically normal with rate $T^{3/2}$, and in the second case these estimators have different limit distributions with rate $T^2$.

UDC: 621.391.1+519.2

Received: 08.08.2011


 English version:
Problems of Information Transmission, 2012, 48:2, 127–141

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