A nonparametrically corrected likelihood for Bayesian spectral analysis of multivariate time series

Yixuan Liu, Claudia Kirch, Jeong Eun Lee +1

This paper presents a novel approach to Bayesian nonparametric spectral analysis of stationary multivariate time series. Starting with a parametric vector-autoregressive model, the…