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First order autoregressive periodically correlated model in Banach spaces: Existence and central limit theorem.

Authors :
Parvardeh, A.
Mohammadi Jouzdani, N.
Mahmoodi, S.
Soltani, A.R.
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