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
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
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