Estimating the decomposition of predictive information in multivariate systems

Physical Review E - Statistical, Nonlinear, and Soft Matter Physics

Volumn 91, Issue 3, 2015, Pages

  Faes, Luca ^a   Kugiumtzis, Dimitris ^b   Nollo, Giandomenico ^a   Jurysta, Fabrice ^c   Marinazzo, Daniele ^d  

^a UNIVERSITY OF TRENTO   (Italy)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^c UNIVERSITÉ LIBRE DE BRUXELLES   (Belgium)

^d GHENT UNIVERSITY   (Belgium)

Author keywords

[No Author keywords available]

Indexed keywords

DECOMPOSITION; INFORMATION THEORY; PHYSIOLOGY; STOCHASTIC SYSTEMS; TIME SERIES;

CARDIORESPIRATORY INTERACTION; CONDITIONAL MUTUAL INFORMATION; CURSE OF DIMENSIONALITY; INFORMATION DECOMPOSITION; INFORMATION TRANSFERS; MULTIVARIATE TIME SERIES; NEAREST NEIGHBOR TECHNIQUE; PREDICTIVE INFORMATION;

ENTROPY;

ELECTROENCEPHALOGRAPHY; ENTROPY; HEART RATE; INFORMATION RETRIEVAL; MARKOV CHAIN; MULTIVARIATE ANALYSIS; NONLINEAR SYSTEM; SLEEP; STATISTICAL MODEL; THEORETICAL MODEL;

ELECTROENCEPHALOGRAPHY; ENTROPY; HEART RATE; INFORMATION STORAGE AND RETRIEVAL; LINEAR MODELS; MODELS, THEORETICAL; MULTIVARIATE ANALYSIS; NONLINEAR DYNAMICS; SLEEP; STOCHASTIC PROCESSES;

EID: 84924787540     PISSN: 15393755     EISSN: 15502376     Source Type: Journal    
DOI: 10.1103/PhysRevE.91.032904     Document Type: Article

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