A Comparison of Different Representations of Ordinal Patterns and Their Usability in Data Analysis

Fuente: arXiv
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Hauptverfasser: Schnurr, Alexander, Silbernagel, Angelika
Format: Preprint
Veröffentlicht: 2024
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author Schnurr, Alexander
Silbernagel, Angelika
author_facet Schnurr, Alexander
Silbernagel, Angelika
contents We describe and analyze different approaches to represent ordinal patterns. All of these can be found in the literature. The most important representations (plus sub-classes) are compared in terms of their applicability from different angles. Namely we consider digital implementation, inverse patterns and ties between values. At the end we provide a guideline on which occasions which representation should be used.
format Preprint
id arxiv_https___arxiv_org_abs_2402_07478
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle A Comparison of Different Representations of Ordinal Patterns and Their Usability in Data Analysis
Schnurr, Alexander
Silbernagel, Angelika
Databases
Probability
62M10
We describe and analyze different approaches to represent ordinal patterns. All of these can be found in the literature. The most important representations (plus sub-classes) are compared in terms of their applicability from different angles. Namely we consider digital implementation, inverse patterns and ties between values. At the end we provide a guideline on which occasions which representation should be used.
title A Comparison of Different Representations of Ordinal Patterns and Their Usability in Data Analysis
topic Databases
Probability
62M10
url https://arxiv.org/abs/2402.07478