Biblio
"The BARISTA: A Model for Bid Arrivals in Online Auctions",
Annals of Applied Statistics, vol. 1, issue 2, pp. 412-441, 2007.
Abstract
Download: BARISTA datasets.xls (1.23 MB)
"Consumer Surplus in Online Auctions",
Informations Systems Research, vol. 19, issue 4, pp. 400-416, 12/2008.
Abstract
Download: consumerSurplusOnlineAuctionsRevised ISR-2006-181-R2-Final.pdf (486.44 KB)
"Dynamic Price Forecasting In Simultaneous Online Art Auctions",
Marketing Intelligent Systems Using Soft Computing: Managerial and Research Applications, no. 258: Springer, pp. 417-445, 2010.
Abstract
Download: Casillas Martinez-Lopez 2010 book chapter.pdf (1.74 MB)
"Dynamic, Real-time Forecasting of Online Auctions via Functional Models",
Proceedings of 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006.
"Explaining and Forecasting Online Auction Prices and their Dynamics using Functional Data Analysis",
Journal of Business and Economic Statistics, vol. 26, issue 3, pp. 144-160, 2008.
Abstract
Download: JBES 2008 PredictingOnlineAuctions.pdf (1.06 MB)
"Exploring Auction Databases through Interactive Visualization",
Decision Support Systems, vol. 42, issue 3, pp. 1521-1538, 2006.
Abstract
Download: DSS AuctionExplorer PrintVersion.pdf (1.68 MB)
"A Family of Growth Models for Representing the Price Evolution in Online Auctions",
9th Intl Conference on Electronic Commerce, Minneapolis, MA, 2007.
"A Family of Growth Models for Representing the Price Process in Online Auctions",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008.
Abstract
Download: GrowthModelsFinal.pdf (994.83 KB)
"A Flexible Model for Estimating Price Dynamics in Online Auctions",
JRSS C, vol. 59, issue 5, pp. 781-804, 2010.
Abstract
Download: JRSSC_2010.pdf (852.14 KB)
"Forecasting Online Auctions using Dynamic Models",
Data Mining for Business Applications, no. 218: IOS Press, pp. 137-148, 2010.
Abstract
Download: IOS-BookChapter-Jank & Shmueli.pdf (102.47 KB)
"Functional Data Analysis in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 155-166, 2006.
"Investigating Concurrency in Online Auctions Through Visualization",
The American Statistician, vol. 60, issue 3, pp. 241-250, 2006.
"Maximizing Bidder Surplus in Simultaneous Online Art Auctions via Dynamic Forecasting",
International Journal on Forecasting, vol. 27, issue 4, pp. 1259-1270, 2011.
Abstract
"Measuring Consumer Surplus on eBay: An Empirical Study",
Working Paper RHS-06-053: Smith School of Business, University of Maryland, 2007.
"Modeling Bid Arrivals in Online Auctions",
Working paper, RHS-06-001: Smith School of Business, University of Maryland, 2004.
"Modeling Concurrency of Events in Online Auctions via Spatio-Temporal Semiparametric Models",
Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 60, issue 1, pp. 1-27, 2007.
"Modeling Dynamics in Online Auctions: A Modern Statistical Approach",
Economics, Information Systems and Electronic Commerce: Empirical Research, Armonk, NY, M. E. Sharpe, pp. 157-180, 2009.
"Modeling Online Auctions",
Statistics in Practice: Wiley, 2010.
"Modeling Price Dynamics in eBay Auctions Using Principal Differential Analysis",
Journal of the American Statistical Association (JASA), vol. 103, issue 483, pp. 1100-1118, 2008.
Abstract
Download: JASA 2008 Auctions PDA.pdf (1.06 MB)
"Modeling Price Dynamics in eBay Auctions Using Principal Differential Analysis",
Working Paper RHS 06-052: Smith School of Business, University of Maryland, 2006.
Abstract