STRICT STATIONARITY OF GENERALIZED AUTOREGRESSIVE PROCESSES

成果类型:
Article
署名作者:
BOUGEROL, P; PICARD, N
署名单位:
Universite de Lorraine
刊物名称:
ANNALS OF PROBABILITY
ISSN/ISSBN:
0091-1798
DOI:
10.1214/aop/1176989526
发表日期:
1992
页码:
1714-1730
关键词:
摘要:
In this paper we consider the multivariate equation X(n+1) = A(n+1)X(n) + B(n+1) with i.i.d. coefficients which have only a logarithmic moment. We give a necessary and sufficient condition for existence of a strictly stationary solution independent of the future. As an application we characterize the multivariate ARMA equations with general noise which have such a solution.