NATIONAL BUREAU OF ECONOMIC RESEARCH
NATIONAL BUREAU OF ECONOMIC RESEARCH
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Information: Hard and Soft

José María Liberti, Mitchell A. Petersen

NBER Working Paper No. 25075
Issued in September 2018

---- Acknowledgments ----

This is a significantly revised version of the working paper previously circulated as “Information: Hard and Soft” (2004) by Mitchell A. Petersen. The authors thank the editors Efraim Benmelech and Paolo Fulghieri for their patience and guidance in bringing this paper to fruition. We also thank Sumit Agarwal, Alan Berger, Richard Cantor, Bruce Carruthers, Beverly Clingan, Barry Cohen, Kent Daniel, Diane Del Guercio, Bob DeYoung, Joey Engelberg, Scott Frame, Andreas Fuster, Jon Garfinkel, Michael Faulkender, Andrew Karolyi, Juhani Linnainmaa, Tamim Majid, David Matsa, Gregor Matvos, Amit Seru, Philip Strahan, and conference participants at the University of Oregon, the Midwest Finance Conference, the University of South Carolina, and SFS Cavalcade for their suggestions and advice. The research assistance of Sang Kim, Austin Magee, and Mark Scovic is greatly appreciated. The views expressed herein are those of the authors and do not necessarily reflect the views of the National Bureau of Economic Research.

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