Sparse Bayesian State-Space and Time-Varying Parameter Models

Sylvia Frühwirth-Schnatter, Peter Knaus

In this chapter, we review variance selection for time-varying parameter (TVP) models for univariate and multivariate time series within a Bayesian framework. We show how both cont…