Using flexible noise models to avoid noise model misspecification in inference of differential equation time series models

Richard Creswell, Ben Lambert, Chon Lok Lei +2

When modelling time series, it is common to decompose observed variation into a "signal" process, the process of interest, and "noise", representing nuisance factors that obfuscate…