TY - JOUR AU - Stock,James H. AU - Watson,Mark W. TI - Phillips Curve Inflation Forecasts JF - National Bureau of Economic Research Working Paper Series VL - No. 14322 PY - 2008 Y2 - September 2008 UR - http://www.nber.org/papers/w14322 L1 - http://www.nber.org/papers/w14322.pdf N1 - Author contact info: James H. Stock Department of Economics Harvard University Littauer Center M27 Cambridge, MA 02138 Tel: 617/496-0502 Fax: 617/495-7730 E-Mail: James_Stock@harvard.edu Mark W. Watson Department of Economics Princeton University Princeton, NJ 08544-1013 Tel: 609/258-4811 Fax: 609/258-5533 E-Mail: mwatson@princeton.edu AB - This paper surveys the literature since 1993 on pseudo out-of-sample evaluation of inflation forecasts in the United States and conducts an extensive empirical analysis that recapitulates and clarifies this literature using a consistent data set and methodology. The literature review and empirical results are gloomy and indicate that Phillips curve forecasts (broadly interpreted as forecasts using an activity variable) are better than other multivariate forecasts, but their performance is episodic, sometimes better than and sometimes worse than a good (not naïve) univariate benchmark. We provide some preliminary evidence characterizing successful forecasting episodes. ER -