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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...

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Detalles Bibliográficos
Autores principales: Caballero-Pintado, M. Victoria, Matilla-García, Mariano, Rodríguez, Jose M., Ruiz Marín, Manuel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515407/
http://dx.doi.org/10.3390/e21090878