Econometric models of asymmetric ascending auctions

We develop econometric models of ascending (English) auctions which allow for both bidder asymmetries as well as common and/or private value components in bidders’ underlying valuations. We show that the equilibrium inverse bid functions in each round of the auction are implicitly defined (pointwise) by a system of nonlinear equations, so that conditions for the existence and uniqueness of an increasing-strategy equilibrium are essentially identical to those which ensure a unique and increasing solution to the system of equations. We exploit the computational tractability of this characterization in order to develop an econometric model, thus extending the literature on structural estimation of auction models. Finally, an empirical example illustrates how equilibrium learning affects bidding during the course of the auction.

[1]  Jean-Francois Richard,et al.  Bidder Collusion at Forest Service Timber Sales , 1997, Journal of Political Economy.

[2]  P. Phillips BOOTSTRAPPING I(1) DATA BY PETER C. B. PHILLIPS COWLES FOUNDATION PAPER NO. 1310 COWLES FOUNDATION FOR RESEARCH IN ECONOMICS , 2010 .

[3]  Christian Gourieroux,et al.  Simulation-based econometric methods , 1996 .

[4]  D. McFadden A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration , 1989 .

[5]  S. Karlin,et al.  Mathematical Methods in the Social Sciences , 1962 .

[6]  Sushil Bikhchandani,et al.  Symmetric Separating Equilibria in English Auctions , 2000, Games Econ. Behav..

[7]  Harry J. Paarsch,et al.  Identification, Estimation, and Testing in Parametric Empirical Models of Auctions within the Independent Private Values Paradigm , 1996, Econometric Theory.

[8]  Paul R. Milgrom,et al.  A theory of auctions and competitive bidding , 1982 .

[9]  William Vickrey,et al.  Counterspeculation, Auctions, And Competitive Sealed Tenders , 1961 .

[10]  Philip A. Haile,et al.  Inference with an Incomplete Model of English Auctions , 2000, Journal of Political Economy.

[11]  Harry J. Paarsch Deriving an estimate of the optimal reserve price: An application to British Columbian timber sales , 1997 .

[12]  P. Klemperer Auctions with almost common values: The 'Wallet Game' and its applications , 1998 .

[13]  P. Dhrymes Mathematics for econometrics , 1978 .

[14]  Susan Athey,et al.  Identification of Standard Auction Models , 2000 .

[15]  Fioravante Patrone,et al.  Game Practice : Contributions from Applied Game Theory , 2000 .

[16]  R. Porter,et al.  An Empirical Study of an Auction with Asymmetric Information , 1988 .

[17]  Harry J. Paarsch Deciding between the common and private value paradigms in empirical models of auctions , 1992 .

[18]  P. Moreton,et al.  What's in the Air: Interlicense Synergies in the Federal Communications Commission's Broadband Personal Communication Service Spectrum Auctions* , 1998, The Journal of Law and Economics.

[19]  Quang Vuong,et al.  Simultaneous Equations Models for Dummy Endogenous Variables: A Game Theoretic Formulation with an Application to Labor Force Participation , 1984 .

[20]  Ali Hortaçsu,et al.  Winner's Curse, Reserve Prices and Endogenous Entry: Empirical Insights from Ebay Auctions , 2003 .

[21]  J. Laffont,et al.  ECONOMETRICS OF FIRST-PRICE AUCTIONS , 1995 .

[22]  H. Hong,et al.  Structural Estimation of Auction Models , 1999 .

[23]  Robert B. Wilson,et al.  Sequential equilibria of asymmetric ascending auctions: The case of log-normal distributions , 1998 .

[24]  Harry J. Paarsch Deriving an estimate of the optimal reserve price: An application to British Columbian timber sales , 1997 .

[25]  Matthew Shum,et al.  Nonparametric Tests for Common Values , 2000 .

[26]  Paul R. Milgrom,et al.  Rational Expectations, Information Acquisition, and Competitive Bidding , 1981 .

[27]  D. Pollard,et al.  Simulation and the Asymptotics of Optimization Estimators , 1989 .

[28]  Quang Vuong,et al.  Conditionally independent private information in OCS wildcat auctions , 2000 .

[29]  Jean-Jacques Laffont,et al.  Structural Analysis of Auction Data , 1996 .

[30]  P. Cramton The FCC Spectrum Auctions: An Early Assessment , 1997 .

[31]  Lawrence M. Ausubel,et al.  Synergies in Wireless Telephony: Evidence from the Broadband PCS Auctions , 1997 .

[32]  Jeremy I. Bulow,et al.  Toeholds and Takeovers , 1998, Journal of Political Economy.

[33]  Paul R. Milgrom,et al.  Competitive Bidding and Proprietary Information , 1983 .