Smooth online parameter estimation for time varying VAR models with application to rat local field potential activity data
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Multivariate time series data appear often as realizations of non-stationary processes where the covariance matrix or spectral matrix smoothly evolve over time. Most of the current approaches estimate the time-varying spectral properties only retrospectively -... ...