Outlier detection in state-space models using mean-shift penalisation

Rajan Shankar, Ines Wilms, Jakob Raymaekers +1

State-space models (SSMs) provide a flexible framework for modelling time series data, but their reliance on Gaussian error assumptions makes them highly sensitive to outliers. We…