Smooth Online Parameter Estimation for time varying VAR models with application to rat's LFP data

Anass El Yaagoubi Bourakna, Marco Pinto, Norbert Fortin +1

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…