Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach

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By recourse to appropriate information theory quantifiers (normalized Shannon entropy and Martín-Plastino-Rosso intensive statistical complexity measure), we revisit the characterization of Gaussian self-similar stochastic processes from a Bandt-Pompe viewpoint. We show that the ensuing approach exh...

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Autores principales:	Rosso, O.A., Zunino, L., Pérez, D.G., Figliola, A., Larrondo, H.A., Garavaglia, M., Martín, M.T., Plastino, A.
Formato:	JOUR
Materias:	Bandt-Pompe approach Gaussian self-similar stochastic processes Acoustic noise Characterization Entropy Information theory Statistical methods Random processes
Acceso en línea:	http://hdl.handle.net/20.500.12110/paper_15393755_v76_n6_p_Rosso
Aporte de:	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA) de Universidad de Buenos Aires

id	todo:paper_15393755_v76_n6_p_Rosso
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spelling	todo:paper_15393755_v76_n6_p_Rosso2023-10-03T16:22:17Z Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach Rosso, O.A. Zunino, L. Pérez, D.G. Figliola, A. Larrondo, H.A. Garavaglia, M. Martín, M.T. Plastino, A. Bandt-Pompe approach Gaussian self-similar stochastic processes Acoustic noise Characterization Entropy Information theory Statistical methods Random processes By recourse to appropriate information theory quantifiers (normalized Shannon entropy and Martín-Plastino-Rosso intensive statistical complexity measure), we revisit the characterization of Gaussian self-similar stochastic processes from a Bandt-Pompe viewpoint. We show that the ensuing approach exhibits considerable advantages with respect to other treatments. In particular, clear quantifiers gaps are found in the transition between the continuous processes and their associated noises. © 2007 The American Physical Society. JOUR info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/2.5/ar http://hdl.handle.net/20.500.12110/paper_15393755_v76_n6_p_Rosso
institution	Universidad de Buenos Aires
institution_str	I-28
repository_str	R-134
collection	Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic	Bandt-Pompe approach Gaussian self-similar stochastic processes Acoustic noise Characterization Entropy Information theory Statistical methods Random processes
spellingShingle	Bandt-Pompe approach Gaussian self-similar stochastic processes Acoustic noise Characterization Entropy Information theory Statistical methods Random processes Rosso, O.A. Zunino, L. Pérez, D.G. Figliola, A. Larrondo, H.A. Garavaglia, M. Martín, M.T. Plastino, A. Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach
topic_facet	Bandt-Pompe approach Gaussian self-similar stochastic processes Acoustic noise Characterization Entropy Information theory Statistical methods Random processes
description	By recourse to appropriate information theory quantifiers (normalized Shannon entropy and Martín-Plastino-Rosso intensive statistical complexity measure), we revisit the characterization of Gaussian self-similar stochastic processes from a Bandt-Pompe viewpoint. We show that the ensuing approach exhibits considerable advantages with respect to other treatments. In particular, clear quantifiers gaps are found in the transition between the continuous processes and their associated noises. © 2007 The American Physical Society.
format	JOUR
author	Rosso, O.A. Zunino, L. Pérez, D.G. Figliola, A. Larrondo, H.A. Garavaglia, M. Martín, M.T. Plastino, A.
author_facet	Rosso, O.A. Zunino, L. Pérez, D.G. Figliola, A. Larrondo, H.A. Garavaglia, M. Martín, M.T. Plastino, A.
author_sort	Rosso, O.A.
title	Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach
title_short	Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach
title_full	Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach
title_fullStr	Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach
title_full_unstemmed	Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach
title_sort	extracting features of gaussian self-similar stochastic processes via the bandt-pompe approach
url	http://hdl.handle.net/20.500.12110/paper_15393755_v76_n6_p_Rosso
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Extracting features of Gaussian self-similar stochastic processes via the Bandt-Pompe approach

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