A CENTRAL-LIMIT-THEOREM FOR CONTRACTIVE STOCHASTIC DYNAMICAL-SYSTEMS

Authors
Citation
M. Benda, A CENTRAL-LIMIT-THEOREM FOR CONTRACTIVE STOCHASTIC DYNAMICAL-SYSTEMS, Journal of Applied Probability, 35(1), 1998, pp. 200-205
Citations number
3
Categorie Soggetti
Statistic & Probability","Statistic & Probability
ISSN journal
00219002
Volume
35
Issue
1
Year of publication
1998
Pages
200 - 205
Database
ISI
SICI code
0021-9002(1998)35:1<200:ACFCSD>2.0.ZU;2-B
Abstract
If (F-n)(n is an element of N) is a sequence of independent and identi cally distributed random mappings from a second countable locally comp act state space X to X which itself is independent of the 3-valued ini tial variable X-0, the discrete-time stochastic process (X-n)(n greate r than or equal to 0), defined by the recursion equation X-n = F-n(Xn- 1) for n is an element of N, has the Markov property. Since X is Polis h in particular, a complete metric d exists. The random mappings (F-n) (n is an element of N) are assumed to satisfy P-a.s. [GRAPHICS] Condit ions on the distribution of l(F-n) are given for the existence of an i nvariant distribution of X-0 making the process (X-n)(n greater than o r equal to 0) stationary and ergodic. Our main result corrects a centr al limit theorem by Loskot and Rudnicki [3] and removes an error in it s proof. Instead of trying to compare the sequence phi(X-n)(n greater than or equal to 0) for some phi : X --> R with a triangular scheme of independent random variables our proof is based on an approximation b y a martingale difference scheme.