TY - JOUR
T1 - Discrete bids and empirical inference in divisible good auctions
AU - Kastl, Jakub
N1 - Funding Information:
Acknowledgment. This paper is a revised version of Chapter 1 of my Ph.D. dissertation at Northwestern University. I am indebted to my advisors, Robert Porter and Michael Whinston for their support and guidance throughout this project. I am grateful for the comments from two anonymous referees and the editor, Bruno Biais, that substantially improved the paper. I would also like to thank Susan Athey, Liran Einav, Jeff Ely, Igal Hendel, Ali Hortaçsu, Aviv Nevo, Alessandro Pavan, Isabelle Perrigne, Salvatore Piccolo, Bill Rogerson, Azeem Shaikh, Tomasz Strzalecki, Elie Tamer, Frank Wolak, Asher Wolinsky and seminar participants at various universities and conferences for many helpful comments. Special thanks are also due to the Czech National Bank for making the data set available to me. Financial support from the Center for the Study of Industrial Organization at Northwestern University and from the National Science Foundation (SES-0752860) is gratefully acknowledged. Any remaining errors are my own responsibility.
PY - 2011/7
Y1 - 2011/7
N2 - I examine a model of a uniform price auction of a perfectly divisible good with private information in which the bidders submit discrete bidpoints rather than continuous downward sloping demand functions. I characterize necessary conditions for equilibrium bidding. The characterization reveals a close relationship between bidding in multiunit auctions and oligopolistic behaviour. I demonstrate that a recently proposed indirect approach to the revenue comparisons of discriminatory and uniform price auctions is not valid if bid functions have steps. In particular, bidders may bid above their marginal valuation in a uniform price auction. In order to demonstrate that discrete bidding can have important consequences for empirical analysis I use my model to examine a data set consisting of individual bids in uniform price treasury auctions of the Czech government. I propose an alternative method for evaluating the performance of the employed mechanism. My results suggest that the uniform price auction performs well, both in terms of efficiency of the allocation and in terms of revenue maximization. I estimate that the employed mechanism failed to extract at most 3 basis points in terms of the annual yield of T-bills worth of expected surplus while implementing an allocation resulting in almost all the efficient surplus. Failing to account for discreteness of bids would in my application result in overestimating the unextracted revenue by more than 50%.
AB - I examine a model of a uniform price auction of a perfectly divisible good with private information in which the bidders submit discrete bidpoints rather than continuous downward sloping demand functions. I characterize necessary conditions for equilibrium bidding. The characterization reveals a close relationship between bidding in multiunit auctions and oligopolistic behaviour. I demonstrate that a recently proposed indirect approach to the revenue comparisons of discriminatory and uniform price auctions is not valid if bid functions have steps. In particular, bidders may bid above their marginal valuation in a uniform price auction. In order to demonstrate that discrete bidding can have important consequences for empirical analysis I use my model to examine a data set consisting of individual bids in uniform price treasury auctions of the Czech government. I propose an alternative method for evaluating the performance of the employed mechanism. My results suggest that the uniform price auction performs well, both in terms of efficiency of the allocation and in terms of revenue maximization. I estimate that the employed mechanism failed to extract at most 3 basis points in terms of the annual yield of T-bills worth of expected surplus while implementing an allocation resulting in almost all the efficient surplus. Failing to account for discreteness of bids would in my application result in overestimating the unextracted revenue by more than 50%.
KW - Multiunit auctions
KW - Non-parametric identification and estimation
KW - Structural estimation
KW - Treasury auctions
KW - Uniform price auctions
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U2 - 10.1093/restud/rdq024
DO - 10.1093/restud/rdq024
M3 - Article
AN - SCOPUS:84255182014
SN - 0034-6527
VL - 78
SP - 974
EP - 1014
JO - Review of Economic Studies
JF - Review of Economic Studies
IS - 3
ER -