Sun, Dongchu; Ni, Shawn - In: Journal of Multivariate Analysis 124 (2014) C, pp. 247-259
Identified vector autoregressive (VAR) models have become widely used on time series data in recent years, but finite sample inference for such models remains a challenge. In this study, we propose a conjugate prior for Bayesian analysis of normalized VAR models. Under the prior, the marginal...