BASTION: A Bayesian Framework for Trend and Seasonality Decomposition

Jason B. Cho, David S. Matteson

We introduce BASTION (Bayesian Adaptive Seasonality and Trend DecompositION), a flexible Bayesian framework for decomposing time series into trend and multiple seasonality componen…