ROAMS adds a penalty for flagged time points to the state-space likelihood, jointly estimating model parameters and detecting additive outliers.
Dryad (2021)
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Outlier detection in state-space models using mean-shift penalisation
ROAMS adds a penalty for flagged time points to the state-space likelihood, jointly estimating model parameters and detecting additive outliers.