TY - JOUR AU - Abbring,Jaap H. AU - Campbell,Jeffrey R. TI - A Structural Empirical Model of Firm Growth, Learning, and Survival JF - National Bureau of Economic Research Working Paper Series VL - No. 9712 PY - 2003 Y2 - May 2003 UR - http://www.nber.org/papers/w9712 L1 - http://www.nber.org/papers/w9712.pdf N1 - Author contact info: Jaap H. Abbring CentER, Department of Econometrics & OR Tilburg University P.O. Box 90153 5000 LE Tilburg, The Netherlands E-Mail: J.H.Abbring@uvt.nl Jeffrey R. Campbell Senior Economist Economic Research Department Federal Reserve Bank of Chicago 230 South LaSalle Street Chicago, IL 60604-1413 Tel: 312/322-6156 Fax: 312/322-2357 E-Mail: jcampbell@frbchi.org AB - We present a structural model of firm growth, learning, and survival and consider its identification and estimation. In the model, entrepreneurs have private and possibly error-ridden observations of persistent and transitory shocks to profit. We demonstrate that the model's parameters can be recovered from public observations of sales and survival, and we estimate them using monthly data from new bars in Texas. We find that entrepreneurs observe profit's persistent component without error. In this sense, their information is substantially superior to the public's. ER -