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Problemy Peredachi Informatsii, 2012, Volume 48, Issue 2, Pages 48–64
(Mi ppi2074)
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This article is cited in 4 scientific papers (total 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 $T^2$.
Received: 08.08.2011
Citation:
R. Höpfner, Yu. A. Kutoyants, “On frequency estimation for a periodic ergodic diffusion process”, Probl. Peredachi Inf., 48:2 (2012), 48–64; Problems Inform. Transmission, 48:2 (2012), 127–141
Linking options:
https://www.mathnet.ru/eng/ppi2074 https://www.mathnet.ru/eng/ppi/v48/i2/p48
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