Bibliography

Found 169 results
Title Type [ Year(Asc)]
2009
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., "To Explain or To Predict?", Working Paper (RHS 06-099) Smith School of Business, University of Maryland, 2009.
Lin, M., H. C. Lucas, and G. Shmueli, "Too Big to Fail: Larger Samples and False Discoveries", Working Paper RHS 06-068: Smith School of Business, University of Maryland, 2009.
2008
Bapna, R., W. Jank, and G. Shmueli, "Consumer Surplus in Online Auctions", Informations Systems Research, vol. 19, issue 4, pp. 400-416, 12/2008. PDF icon consumerSurplusOnlineAuctionsRevised ISR-2006-181-R2-Final.pdf (486.44 KB)PDF icon Tracking Consumer Savings on eBay — bits.blogs_.nytimes.pdf (84.05 KB)PDF icon Study shows eBay buyers save billions of dollars.pdf (87.47 KB)PDF icon Report_ eBay Sales Prices Wildly Low — www.wired_.pdf (102.03 KB)
Shmueli, G., N. R. Patel, and P. C. Bruce, Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner [Indian Edition], 1st edition: Wiley India, 2008.
Lotze, T., and G. Shmueli, "Ensemble Forecasting for Disease Outbreak Detection", 23rd AAAI Conference on Artificial Intelligence (AAAI-08), Chicago, IL, 2008. PDF icon AAAI7LotzeT.pdf (61 KB)
Wang, S., W. Jank, and G. Shmueli, "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. PDF icon JBES 2008 PredictingOnlineAuctions.pdf (1.06 MB)
Hyde, V., W. Jank, and G. Shmueli, "A Family of Growth Models for Representing the Price Process in Online Auctions", Statistical Methods in eCommerce Research: John Wiley & Sons, 2008. PDF icon GrowthModelsFinal.pdf (994.83 KB)
Sellers, K. F., and G. Shmueli, "A Flexible Regression Model for Count Data", Working Paper RHS 06-060: Smith School of Business, University of Maryland, 2008.
Wang, S., W. Jank, G. Shmueli, and P. Smith, "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. PDF icon JASA 2008 Auctions PDA.pdf (1.06 MB)
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. PDF icon DiffEqTrees-Jank-Shmueli-Wang--rev.pdf (402.97 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. PDF icon RussoShmueliShyamalKumar BidderActivity-revised.pdf (242.37 KB)
Lotze, T., S. Murphy, and G. Shmueli, "Preparing Biosurveillance Data for Classic Monitoring", Advances in Disease Surveillance, vol. 6, 2008. PDF icon DataPreparation AdvDisSurv.pdf (470.11 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. PDF icon DSS 2008 Price Dynamics.pdf (674.41 KB)
Lotze, T., and G. Shmueli, "On the relationship between forecast accuracy and detection performance: An application to biosurveillance", 2008 IEEE Conference on Technologies for Homeland Security, Boston, MA, 2008. PDF icon ieee.pdf (243.68 KB)
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. PDF icon JRSSC.57.2 (2008) 127-148.pdf (1.39 MB)
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. PDF icon INFORMS Tutorials-2008-CD-chapter03.pdf (711.96 KB)
Shmueli, G., "Statistical Inference with Large (eCommerce) Datasets", Working Paper RHS 06-61: Smith School of Business, University of Maryland, 2008.
Jank, W., and G. Shmueli, "Statistical Methods in eCommerce Research", Statistics in Practice: John Wiley & Sons, 2008.
Shmueli, G., W. Jank, and V. Hyde, "Transformations for Semi-Continuous Data", Computational Statistics & Data Analysis, vol. 52, issue 8, pp. 4000-4020, 2008. PDF icon CSDA-semiContinuousData.pdf (1.51 MB)

Pages