Are more data always better for factor analysis

The authors would like to thank National Science Foundation for financial support (SES-0136923 and SES-0214104). We thank the editor and two anonymous referees for useful comments and Pritha Mitra for useful research assistance. The views expressed herein are those of the authors and not necessarily those of the National Bureau of Economic Researc