Biblio
"Real-Time Forecasting of Online Auctions via Functional K-Nearest Neighbors",
International Journal of Forecasting, vol. 26, pp. 666-683, 2010.
Abstract
Download: IJF 2010 Realtime forecasting auctions fKNN.pdf (478.32 KB)
"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)
"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)
"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.
"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)
"Visualizing Online Auctions",
Journal of Computational and Graphical Statistics, vol. 14, issue 2, pp. 299-319, 2005.
Download: JCGS Visualizing Online Auctions.pdf (923.45 KB)
"Sampling eCommerce Data from the Web: Methodological and Practical Issues",
JSM, Minneapolis, MA, Proceedings of the American Statistical Association, Statistical Computing Section [CD-ROM], 2005.
Download: JSM2005 Web_sampling .pdf (94.5 KB)
"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.
"Transformations for Semi-Continuous Data",
Working Paper RHS 06-051: Smith School of Business, University of Maryland, 2006.
Abstract
"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)
"Transformations for Semi-Continuous Data",
Computational Statistics & Data Analysis, vol. 52, issue 8, pp. 4000-4020, 2008.
Abstract
Download: CSDA-semiContinuousData.pdf (1.51 MB)
"Models For Bid Arrivals and Bidder Arrivals in Online Auctions",
Methods and Applications of Statistics in Business, Finance and Management Sciences, Newark, NJ, John Wiley & Sons, pp. 293-309, 2010.
Abstract
Download: FinanceHandbookShmueli.pdf (445.99 KB)
"Models of Bidder Activity Consistent with Self-Similar Bid Arrivals",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008.
Download: RussoShmueliShyamalKumar BidderActivity-revised.pdf (242.37 KB)
"Smoothing Sparse and Unevenly-Sampled Curves using Semiparametric Mixed Models: An Application to Online Auctions",
Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 57, issue 2, pp. 127-148, 2008.
Abstract
Download: JRSSC.57.2 (2008) 127-148.pdf (1.39 MB)
"Functional Data Analysis in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 155-166, 2006.
"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)
"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)
"A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 113-115, 2006.
"Dynamic, Real-time Forecasting of Online Auctions via Functional Models",
Proceedings of 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006.