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Competition, endogeneity and the winning bid: An empirical analysis of eBay auctions

机译:竞争,内生性和中标:eBay拍卖的实证分析

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摘要

Using a dataset of Texas Instruments (TI) calculator auctions on eBay, we estimate the impact of the number of bidders on the winning bid. We highlight the possible endogeneity associated with using the number of observed bidders. We tackle this problem by employing approaches involving instrumental variables. We introduce a novel instrumental variable, the closing interval between successive auctions. Estimates from the two-stage least squares (2SLS) regression are over three times those from an ordinary least squares (OLS) regression.
机译:使用在eBay上的德州仪器(TI)计算器拍卖的数据集,我们估算了竞标者数量对中标的影响。我们强调了与使用观察到的投标人数量有关的可能的内生性。我们通过采用涉及工具变量的方法来解决此问题。我们介绍了一种新颖的工具变量,即连续拍卖之间的关闭间隔。两阶段最小二乘(2SLS)回归的估计值是普通最小二乘(OLS)回归的估计值的三倍以上。

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