TY - RPRT AU - Abbring, Jaap H. AU - Campbell, Jeffrey R. TI - A Structural Empirical Model of Firm Growth, Learning, and Survival PY - 2003/May/ PB - Institute of Labor Economics (IZA) CY - Bonn T2 - IZA Discussion Paper IS - 781 UR - https://www.iza.org/index.php/publications/dp781 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 errorridden 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. KW - firm dynamics KW - Bayesian learning KW - identification KW - estimation ER -