StaFIR: Convex Learning of Stationarity-Aware Causal Filters

Lorena Egger, Mathis Linger

Reducing nonstationarity in a persistent time series entails deciding how much of its temporal dependence to remove. In finance, fractional differencing is often tuned using the Au…