Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology

Selecting embedding delays: An overview of embedding techniques and a new method using persistent homology

Delay embedding methods are a staple tool in the field of time series analysis and prediction. However, the selection of embedding parameters can have a big impact on the resulting analysis. This has led to the creation of a large number of methods to optimize the selection of parameters such as emb...

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Bibliographic Details
Main Authors: Tan, E., Algar, S., Corrêa, D., Small, Michael, Stemler, T., Walker, D.
Format: Journal Article
Language:English
Published: 2023
Online Access:http://purl.org/au-research/grants/arc/IC180100030
http://hdl.handle.net/20.500.11937/96144

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