Article ID Journal Published Year Pages File Type
1147018 Journal of Multivariate Analysis 2010 12 Pages PDF
Abstract

We study the structure of tensorial products for the autoregressive and moving average processes (Xn)(Xn), with values in a Hilbert space HH and with innovations that are martingale differences.The obtained models are ARMA(H⊗H)ARMA(H⊗H) processes, possibly non standard. We provide criteria for the standardness of these models, we specify the results in the real case, give some examples and consider some applications.

Related Topics
Physical Sciences and Engineering Mathematics Numerical Analysis
Authors
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