SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise

Abdullah Alomar, Munther Dahleh, Sean Mann +1

The well-established practice of time series analysis involves estimating deterministic, non-stationary trend and seasonality components followed by learning the residual stochasti…