Jank, W., G. Shmueli, S. Wang, and P. Smith, "Modeling Price Dynamics in eBay Auctions Using Principal Differential Analysis", Working Paper RHS 06-052: Smith School of Business, University of Maryland, 2006.

Jank, W., G. Shmueli, and S. Wang, "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)

Jank, W., G. Shmueli, and S. Wang, "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)

Russo, R. P., G. Shmueli, W. Jank, and N. D. Shyamalkumar, "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. FinanceHandbookShmueli.pdf (445.99 KB)

Russo, R. P., G. Shmueli, and N. D. Shyamalkumar, "Models of Bidder Activity Consistent with Self-Similar Bid Arrivals", Statistical Methods in eCommerce Research: John Wiley & Sons, 2008. RussoShmueliShyamalKumar BidderActivity-revised.pdf (242.37 KB)

Bapna, R., W. Jank, and G. Shmueli, "Price Formation and its Dynamics in Online Auctions", Decision Support Systems, vol. 44, pp. 641-656, 2008. DSS 2008 Price Dynamics.pdf (674.41 KB)

Bapna, R., W. Jank, and G. Shmueli, "Price Formation and its Dynamics in Online Auctions", Working Paper RHS 06-003: Smith School of Business, University of Maryland, 2004.

Jank, W., and G. Shmueli, "Profiling Price Dynamics in Online Auctions Using Curve Clustering", Working Paper RHS-06-004: Smith School of Business, University of Maryland, 2005.

Zhang, S., W. Jank, and G. Shmueli, "Real-Time Forecasting of Online Auctions via Functional K-Nearest Neighbors", International Journal of Forecasting, vol. 26, pp. 666-683, 2010. IJF 2010 Realtime forecasting auctions fKNN.pdf (478.32 KB)

Aris, A., B. Shneiderman, C. Plaisant, G. Shmueli, and W. Jank, "Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration", Human-Computer Interaction - INTERACT 2005, IFIP TC13 International Conference, IFIP TC13 International Conference, Rome, Italy, September 12-16, 2005. Proceedings , no. 3585, 2005.

Aris, A., B. Shneiderman, C. Plaisant, G. Shmueli, and W. Jank, "Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration", Technical Report: HCIL-2005-01, HCIL, University of Maryland, 2005.

Shmueli, G., W. Jank, and R. Bapna, "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. JSM2005 Web_sampling .pdf (94.5 KB)

Buono, P., C. Plaisant, A. Simeone, A. Aris, B. Shneiderman, G. Shmueli, and W. Jank, "Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting", 11th Intl Conference on Information Visualization (InfoViz), Zurich, Switzerland, 2007.

Rettinger, F., W. Jank, G. Tutz, and G. Shmueli, "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. JRSSC.57.2 (2008) 127-148.pdf (1.39 MB)

Jank, W., and G. Shmueli, "A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research", Statistical Science, vol. 21, issue 2, pp. 113-115, 2006.

Jank, W., G. Shmueli, M. Dass, I. Yahav, and S. Zhang, "Statistical Challenges in eCommerce: Modeling Dynamic and Networked Data", Tutorials in Operations Research: INFORMS, 2008. INFORMS Tutorials-2008-CD-chapter03.pdf (711.96 KB)

Jank, W., and G. Shmueli, "Statistical Methods in eCommerce Research", Statistics in Practice: John Wiley & Sons, 2008.

Jank, W., and G. Shmueli, "Studying Heterogeneity of Price Evolution in eBay Auctions Via Functional Clustering", Business Computing, vol. 3: Emerald, pp. 237-261, 2009.

Shmueli, G., W. Jank, and V. Hyde, "Transformations for Semi-Continuous Data", Computational Statistics & Data Analysis, vol. 52, issue 8, pp. 4000-4020, 2008. CSDA-semiContinuousData.pdf (1.51 MB)

Shmueli, G., W. Jank, and V. Hyde, "Transformations for Semi-Continuous Data", Working Paper RHS 06-051: Smith School of Business, University of Maryland, 2006.