SOME REMARKS AND EXAMPLES CONCERNING THE TRANSIENCE AND RECURRENCE OF RANDOM DIFFUSIONS

被引:2
|
作者
PINSKY, R [1 ]
SCHEUTZOW, M [1 ]
机构
[1] TECH UNIV BERLIN,W-1000 BERLIN 12,GERMANY
关键词
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Let k (t) be an ergodic Markov chain on E = {1,2,...,n} and let L(k) = 1/2 SIGMA(i,j=1)d a(ij)(x; k) partial derivative 2/partial derivative x(i) partial derivative x(j) + SIGMA(i=1)d b(i)(x; k) partial derivative/partial derivative x(i), for k = 1,2,...,n. Then for each realization k (t) = k (t, omega) of the Markov chain, L(k(t)) may be thought of as a time inhomogeneous diffusion generator. The process it generates, X (t) = X (t; k (.)), will be called a random diffusion. We give examples such that each L(k) generates a positive recurrent (transient) diffusion but such that the random diffusion is a. s. transient (positive recurrent). We also give some results and examples for transience and recurrence in the special case that (X (t), k (t)) is a reversible process. Finally, we consider the effects of speeding up or slowing down the jump rate of the Markov chain.
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页码:519 / 536
页数:18
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