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Compensated Transfer Entropy as a Tool for Reliably Estimating Information Transfer in Physiological Time Series

We present a framework for the estimation of transfer entropy (TE) under the conditions typical of physiological system analysis, featuring short multivariate time series and the presence of instantaneous causality (IC). The framework is based on recognizing that TE can be interpreted as the differe...

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Principais autores: Alberto Porta, Giandomenico Nollo, Luca Faes
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2013-01-01
Serier:Entropy
Fag:
cardiovascular variability
conditional entropy
instantaneous causality
magnetoencephalography
time delay embedding
Online adgang:http://www.mdpi.com/1099-4300/15/1/198
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