Efficient Bayesian PARCOR Approaches for Dynamic Modeling of Multivariate Time Series

Wenjie Zhao, Raquel Prado

A Bayesian lattice filtering and smoothing approach is proposed for fast and accurate modeling and inference in multivariate non-stationary time series. This approach offers comput…