Back to Search
Start Over
First order autoregressive periodically correlated model in Banach spaces: Existence and central limit theorem.
- Source :
-
Journal of Mathematical Analysis & Applications . May2017, Vol. 449 Issue 1, p756-768. 13p. - Publication Year :
- 2017
-
Abstract
- We let B be a separable Banach space, and let { Z n } be a sequence of independent and identically distributed random elements in B . Then we prove that for a given strongly periodic sequence of bounded linear operators { ρ n } , the order one autoregressive system equations X n = ρ n X n − 1 + Z n , n in set on integers, possesses a unique almost sure strictly periodically correlated solution; under E [ log + ‖ Z 0 ‖ ] < ∞ , which appears to be necessary as well. We proceed on to derive the limiting distribution of ∑ n = 1 N X n that appears to be a Gaussian distribution on B . We also provide interesting examples and observations. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 0022247X
- Volume :
- 449
- Issue :
- 1
- Database :
- Academic Search Index
- Journal :
- Journal of Mathematical Analysis & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 120673126
- Full Text :
- https://doi.org/10.1016/j.jmaa.2016.12.037