Detecting time lag between a pair of time series using visibility graph algorithm

Estimating the time lag between a pair of time series is of significance in many practical applications. In this article, we introduce a method to quantify such lags by adapting the visibility graph algorithm, which converts time series into a mathematical graph. Currently widely used method to dete...

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Vydané v:	Communication in statistics. Case studies and data analysis Ročník 7; číslo 3; s. 315 - 343
Hlavní autori:	John, Majnu, Ferbinteanu, Janina
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Taylor & Francis 2021
Predmet:	correlogram cross correlation environmental epidemiology local field potentials neuroscience ozone levels time lag Time series transfer function visibility graph algorithm transfer function visibility graph algorithm cross correlation correlogram neuroscience Time series ozone levels time lag local field potentials environmental epidemiology
ISSN:	2373-7484, 2373-7484
On-line prístup:	Získať plný text
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