Bayesian Multivariate Time Series Methods for Empirical
Macroeconomics provides a survey of the Bayesian methods used in
modern empirical macroeconomics. These models have been developed
to address the fact that most questions of interest to empirical
macroeconomists involve several variables and must be addressed
using multivariate time series methods. Many different multivariate
time series models have been used in macroeconomics, but Vector
Autoregressive (VAR) models have been among the most popular.
Bayesian Multivariate Time Series Methods for Empirical
Macroeconomics reviews and extends the Bayesian literature on VARs,
TVP-VARs and TVP-FAVARs with a focus on the practitioner. The
authors go beyond simply defining each model, but specify how to
use them in practice, discuss the advantages and disadvantages of
each and offer tips on when and why each model can be used.
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