Bayesian Model Search for Nonstationary Periodic Time Series

Beniamino Hadj-Amar, Bärbel Finkenstädt, Mark Fiecas +2

We propose a novel Bayesian methodology for analyzing nonstationary time series that exhibit oscillatory behaviour. We approximate the time series using a piecewise oscillatory mod…