Article ID: | iaor20031437 |
Country: | Netherlands |
Volume: | 114 |
Issue: | 1 |
Start Page Number: | 263 |
End Page Number: | 280 |
Publication Date: | Aug 2002 |
Journal: | Annals of Operations Research |
Authors: | Schenk-Hopp Klaus Reiner |
The goal of this paper is to introduce and illustrate a new approach to the stability analysis of sample-paths of non-linear stochastic economic models with non-stationary components. We place our study within the mathematical theory of random dynamical systems and apply the concept of a random fixed point which is tailor-made for the study of the long-term behavior of sample-paths in stochastic systems. The main tool for the application of this approach is a Banach-type fixed point theorem for non-stationary random dynamical systems which is proved here. The concept and the theorem are thoroughly explained and illustrated by examples from stochastic growth theory.