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Two Tests for Dependence (of Unknown Form) between Time Series

This paper proposes two new nonparametric tests for independence between time series. Both tests are based on symbolic analysis, specifically on symbolic correlation integral, in order to be robust to potential unknown nonlinearities. The first test is developed for a scenario in which each consider...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Entropy (Basel)
Prif Awduron: Caballero-Pintado, M. Victoria, Matilla-García, Mariano, Rodríguez, Jose M., Ruiz Marín, Manuel
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2019
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7515407/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21090878
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