STAD extends CAPA-style anomaly detection to time series with polynomial trend and seasonality, with asymptotic consistency theory and finite-sample simulations.
(1978) A practical guide to splines
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Detection of collective and point anomalies in the presence of trend and seasonality
STAD extends CAPA-style anomaly detection to time series with polynomial trend and seasonality, with asymptotic consistency theory and finite-sample simulations.