Change-Point Detection Using the Conditional Entropy of Ordinal Patterns

This paper is devoted to change-point detection using only the ordinal structure of a time series. A statistic based on the conditional entropy of ordinal patterns characterizing the local up and down in a time series is introduced and investigated. The statistic requires only minimal a priori infor...

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Bibliographic Details
Main Authors: Anton M. Unakafov, Karsten Keller
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/20/9/709