Introducing a new approach for modeling a given time series based on attributing any random variation to a jump event: jump-jump modeling

Abstract When analyzing the data sampled at discrete times, one encounters successive discontinuities in the trajectory of the sampled time series, even if the underlying path is continuous. On the other hand, the distinction between discontinuities caused by finite sampling of continuous stochastic...

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Bibliographic Details
Main Authors: Ali Asghar Movahed, Houshyar Noshad
Format: Article
Language:English
Published: Nature Portfolio 2024-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-51863-5