Abstract
In repeated second-price experimental auctions, the winning bid is normally posted after each round. The posting of these winning prices after each round can result in bids submitted in later rounds to be interdependent with posted prices from earlier rounds. Several approaches in the past have tried to scrutinize their experimental data for value interdependence by regressing bids on lagged market prices or lagged bids and ignoring the inherent endogeneity problem. This paper introduces a formal test for bid interdependence in repeated second-price auctions with posted prices using a dynamic panel model. We then apply this test to formally check the presence of bid interdependence in three datasets used in previous studies.
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Notes
Although our approach can be applied to any institution with a signal of price information.
Although they are from diverse cultural backgrounds, Greece for DLN and USA for CR and LS
It was assumed that subjects are more familiar with candy bars since they have better knowledge of the extralaboratory price of the product while it is the opposite for mugs.
References
Alfnes, F., & Rickertsen, K. (2003). European Consumers’ Willingness to Pay for U.S. Beef in Experimental Auction Markets. American Journal of Agricultural Economics, 85(2), 396–405.
Andersen, S., Harrison, G. W., Lau, M. I., & Rutström, E. E. (2006). Elicitation using multiple price list formats. Experimental Economics, 9(4), 383–405.
Andersen, S., Harrison, G. W., Lau, M. I., & Rutström, E. E. (2007). Valuation using multiple price list formats. Applied Economics, 39(6), 675–682.
Arellano, M., & Bond, S. (1991). Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. The Review of Economic Studies, 58(2), 277–297.
Buhr, B. L., et al. (1993). Valuing ambiguity: the case of genetically engineered growth enhancers. Journal of Agricultural and Resource Economics, 18(2), 175–184.
Corrigan, J. R., & Rousu, M. C. (2006). Posted prices and bid affiliation: evidence from experimental auctions. American Journal of Agricultural Economics, 88(4), 1078–1090.
Drichoutis, A. C., Lazaridis, P., Rodolfo, J., & Nayga, M. (2008). The role of reference prices in experimental auctions. Economics Letters, 99(3), 446–448.
Fox, J. A., Hayes, D. J., & Shogren, J. F. (2002). Consumer preferences for food irradiation: how favorable and unfavorable descriptions affect preferences for irradiated pork in experimental auctions. Journal of Risk and Uncertainty, 24(1), 75–95.
Hansen, L. P. (1982). Large sample properties of generalized method of moments estimators. Econometrica, 50(4), 1029–1054.
Harrison, G. W. (2006). Experimental evidence on alternative environmental valuation methods. Environmental and Resource Economics, 36, 125–162.
Harrison, G. W., Harstad, R. M., & Rutström, E. E. (2004). Experimental methods and elicitation of values. Experimental Economics, 7(2), 123–140.
Holtz-Eakin, D., Newey, W., & Rosen, H. S. (1988). Estimating vector autoregressions with panel data. Econometrica, 56(6), 1371–1395.
Klemperer, P. (2004). Auctions: Theory and practice. The Toulouse Lectures in Economics: Princeton University Press.
List, J. A., & Shogren, J. F. (1999). Price information and bidding behavior in repeated second-price auctions. American Journal of Agricultural Economics, 81(4), 942–949.
Lusk, J. L., & Shogren, J. F. (2007). Experimental auctions, Methods and applications in economic and marketing research. Cambridge: Cambridge University Press.
Lusk, J. L., Feldkamp, T., & Schroeder, T. C. (2004a). Experimental auction procedure: impact on valuation of quality differentiated goods. American Journal of Agricultural Economics, 86(2), 389–405.
Lusk, J. L., House, L. O., Valli, C., Jaeger, S. R., Moore, M., Morrow, J. L., & Traill, W. B. (2004b). Effect of information about benefits of biotechnology on consumer acceptance of genetically modified food: evidence from experimental auctions in the United States, England, and France. European Review of Agricultural Economics, 31(2), 179–204.
Roodman, D. M. (2002). XTABOND2: Stata module to extend xtabond dynamic panel data estimator. Downloadable from http://fmwww.bc.edu/repec/bocode/x/xtabond2.ado .
Roodman, D. M. (2006). How to do xtabond2: An introduction to “Difference” and “System” GMM in Stata. Center for Global Development, Working paper number 103.
Roodman, D. M. (2008). A note on the theme of too many instruments. Oxford Bulletin of Economics and Statistics, 71(1), 135–158.
Sargan, J. (1958). The estimation of economic relationships using instrumental variables. Econometrica, 26(3), 393–415.
Shogren, J. F. (2006). Valuation in the lab. Environmental and Resource Economics, 34(1), 163–172.
Acknowledgements
We are grateful to Glenn Harrison, Jay Corrigan and Jayson Lusk for helpful feedback. We also thank Jay Corrigan and Jayson Lusk for providing us the data from their experiments.
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Drichoutis, A.C., Nayga, R.M., Lazaridis, P. et al. A Consistent Econometric Test for Bid Interdependence in Repeated Second-Price Auctions with Posted Prices. Atl Econ J 39, 329–341 (2011). https://doi.org/10.1007/s11293-011-9292-0
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DOI: https://doi.org/10.1007/s11293-011-9292-0