Article

Simultaneous Identification of Changepoints and Model Parameters in Switching Dynamical Systems

2024-02-01

Abstract excerpt

Many complex natural systems undergo shifts in dynamics at particular points in time. Examples include phase transitions in gene expression during the cell cycle, introduced species affecting predator-prey interactions, and disease outbreaks responding to intervention measures. Such changepoints partition timeseries into different dynamical regimes characterized by distinct parameter sets, and inference on both th...

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Literature Corpus work: 43527e76-3a74-5287-a850-ff4ec4de9925
DOI: 10.1101/2024.01.30.577909

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