A direct method to detect deterministic and stochastic properties of data

A fundamental question of data analysis is how to distinguish noise corrupted deterministic chaotic dynamics from time-(un)correlated stochastic fluctuations when just short length data is available. Despite its importance, direct tests of chaos vs stochasticity in finite time series still lack of a...

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Veröffentlicht in:	New journal of physics 2022-03, Vol.24 (3), p.33027
Hauptverfasser:	Prado, Thiago Lima, Boaretto, Bruno Rafael Reichert, Corso, Gilberto, dos Santos Lima, Gustavo Zampier, Kurths, Jürgen, Lopes, Sergio Roberto
Format:	Artikel
Sprache:	eng
Schlagworte:	Circuits Data analysis Electronic circuits Empirical analysis Noise Permutations Physics quantifying deterministic and stochastic signals recurrence analysis Series (mathematics) Signal generation stochastic and deterministic signals
Online-Zugang:	Volltext
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