Bibliography
"Functional Data Analysis in Electronic Commerce Research", Statistical Science, vol. 21, issue 2, pp. 155-166, 2006.
, "Statistical Methods in eCommerce Research", Statistics in Practice: John Wiley & Sons, 2008.
, "Forecasting Online Auctions using Dynamic Models", Data Mining for Business Applications, no. 218: IOS Press, pp. 137-148, 2010.
IOS-BookChapter-Jank & Shmueli.pdf (102.47 KB)
, "Modeling Price Dynamics in Online Auctions via Regression Trees", Statistical Methods in eCommerce Research: John Wiley & Sons, 2008.
DiffEqTrees-Jank-Shmueli-Wang--rev.pdf (402.97 KB)
, "Visualizing Functional Data with an Application to eBays Online Auctions", Handbook on Computational Statistics on Data Visualization, Heidelberg, Springer, 2008.
CSC-Visualizing-FDA.pdf (1.14 MB)
, "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.
, "Profiling Price Dynamics in Online Auctions Using Curve Clustering", Working Paper RHS-06-004: Smith School of Business, University of Maryland, 2005.
, "A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research", Statistical Science, vol. 21, issue 2, pp. 113-115, 2006.
, "Studying Heterogeneity of Price Evolution in eBay Auctions Via Functional Clustering", Business Computing, vol. 3: Emerald, pp. 237-261, 2009.
, "Dynamic, Real-time Forecasting of Online Auctions via Functional Models", Proceedings of 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006.
, "Statistical Challenges in eCommerce: Modeling Dynamic and Networked Data", Tutorials in Operations Research: INFORMS, 2008.
INFORMS Tutorials-2008-CD-chapter03.pdf (711.96 KB)
, "A Flexible Model for Estimating Price Dynamics in Online Auctions", JRSS C, vol. 59, issue 5, pp. 781-804, 2010.
JRSSC_2010.pdf (852.14 KB)
, "Modeling Online Auctions", Statistics in Practice: John Wiley & Sons, 2010.
, "Modeling Price Dynamics in eBay Auctions Using Principal Differential Analysis", Working Paper RHS 06-052: Smith School of Business, University of Maryland, 2006.
,