Relationship between Granger non-causality and graph structure of state-space representations

Abstract

In this paper we present an equivalent form of Granger noncausality in state space representation. As a generalization of this result, necessary and sufficient conditions are provided for an output process to admit a particular minimal coordinated state space representation.

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