Ayman A. Amin

Bayesian Modeling and Forecasting of Double Seasonal Vector Autoregressive Processes

A wide range of real-world multivariate time series encountered in practice exhibit two simultaneous and interacting seasonal cycles, for example hourly electricity demand, intraday financial prices, and sub-daily traffic volumes. Existing Bayesian frameworks for vector autoregre...