Bayesian Analysis of Latent Threshold Dynamic Models

We discuss a general approach to dynamic sparsity modeling in multivariate time series analysis. Time-varying parameters are linked to latent processes that are thresholded to induce zero values adaptively, providing natural mechanisms for dynamic variable inclusion/selection. We discuss Bayesian mo...

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Bibliographic Details
Main Authors: Nakajima, J, West, M
Other Authors: West, Mike
Format: Others
Published: 2013
Online Access:http://hdl.handle.net/10161/6152