Bayesian Median Autoregression for Robust Time Series Forecasting

Zijian Zeng, Meng Li

We develop a Bayesian median autoregressive (BayesMAR) model for time series forecasting. The proposed method utilizes time-varying quantile regression at the median, favorably inh…