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To assess influence or information exchange between functional valued signals, we propose to extend the notion of Granger causality when stochastic processes are series of random variables in functional Hilbert spaces. We give strong definitions for Granger causality and instantaneous coupling using conditional independence. We then discuss a weaker form of the definitions which are valid for second...
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