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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Bibliographic Details
Main Authors: M. Victoria Caballero-Pintado, Mariano Matilla-García, Jose M. Rodríguez, Manuel Ruiz Marín
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/21/9/878

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