Zero Restricted GSTAR Modeling for Regional Inflation Forecasting in East Java
The Generalized Space-Time Autoregressive (GSTAR) model is a spatial-temporal time series model that captures both temporal dynamics and spatial interactions among multiple locations while allowing heterogeneous parameters across regions. However, as the number of locations and lag orders increases, GSTAR often suffers...