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

Eugene Tan, Shannon Algar, Débora Corrêa +3

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…