Speed of convergence to equilibrium and to normality for diffusions with multiple periodic scales

Citation
R. Bhattacharya et al., Speed of convergence to equilibrium and to normality for diffusions with multiple periodic scales, STOCH PR AP, 80(1), 1999, pp. 55-86
Citations number
15
Categorie Soggetti
Mathematics
Journal title
STOCHASTIC PROCESSES AND THEIR APPLICATIONS
ISSN journal
03044149 → ACNP
Volume
80
Issue
1
Year of publication
1999
Pages
55 - 86
Database
ISI
SICI code
0304-4149(19990301)80:1<55:SOCTEA>2.0.ZU;2-P
Abstract
The present article analyses the large-time behavior of a class of time-hom ogeneous diffusion processes whose spatially periodic dynamics, although ti me independent, involve a large spatial parameter 'a'. This leads to phase changes in the behavior of the process as time increases through different time zones. At least four different temporal regimes can be identified: an initial non-Gaussian phase for times which an not large followed by a first Gaussian phase, which breaks down over a subsequent region of time, and a final Gaussian phase different from the earlier phases. The first Gaussian phase occurs for times 1 much less than t much less than a (2/3). Depending on the specifics of the dynamics, the final phase may show up reasonably f ast, namely, for t much greater than a(2) log a; or, ii may take an enormou s amount of time t much greater than exp{ca} for some c>0. An estimation of the speed of convergence to equilibrium of diffusions on a circle of circu mference 'a' is provided for the above analysis. (C) 1999 Elsevier Science B.V. All rights reserved.