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Extended constructions of stationary autoregressive processes

Authors :
Stephen G. Walker
Michael K. Pitt
Source :
Statistics & Probability Letters. 76:1219-1224
Publication Year :
2006
Publisher :
Elsevier BV, 2006.

Abstract

This paper extends recent ideas for constructing classes of stationary autoregressive processes of order 1. A Gibbs sampler representation of such processes is extended in a straightforward way to introduce new processes. These maintain a linear expectation property which provides a simple exponential form for the autocorrelation function.

Details

ISSN :
01677152
Volume :
76
Database :
OpenAIRE
Journal :
Statistics & Probability Letters
Accession number :
edsair.doi...........98f2fa562c55f376e222cef83362be78