Forecasting with panel dataFNR HREF="fn1">FN ID="fn1">This paper was presented at the 8th Bundesbank Spring Conference on 'New Developments in Economic Forecasting' in Eltville, Germany, 5-6 May, 2006. I would like to thank the editor Massimiliano Marcellino and three anonymous referees for their helpful comments and suggestions.