This paper gives a brief survey of forecasting with panel data. Starting with a simple error component regression model … ARMA models as well as spatial auto-regressive models. The paper also surveys how these forecasts have been used in panel … data applications, running horse races between heterogeneous and homogeneous panel data models using out of sample …