Biblio

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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. Abstract  Download: IJF 2010 Realtime forecasting auctions fKNN.pdf (478.32 KB)
Y
Yahav, I., and G. Shmueli, "On Generating Multivariate Poisson Data in Management Science Applications", Working Paper RHS 06-085: Smith School of Business, University of Maryland, 2009. Abstract
Yahav, I., and G. Shmueli, "Predicting Potential Survival Rates of Kidney Transplant Candidates From Databases With Existing Allocation Policies", 5th INFORMS Workshop on Data Mining and Healh Informatics, Austin, TX, 05/11/2010. Abstract  Download: INFORMS 2010 DMHI.pdf (123.33 KB)
Yahav, I., and G. Shmueli, "On Generating Multivariate Poisson Data in Management Science Applications", Applied Stochastic Models in Business and Industry, vol. 28, issue 1, pp. 91-102, 2012. Abstract  Download: Multivariate-Poisson ASMBI 2012.pdf (1.52 MB)
Yahav, I., T. Lotze, and G. Shmueli, "Algorithm Combination for Improved Detection in Biosurveillance", Infectious Disease Informatics and Biosurveillance: Integrated Series in Information Systems, 1, vol. 27: Springer, pp. 173-189, 2011.  Download: 143493_1_En_8_Chapter_OnlinePDF.pdf (1.55 MB)
Yahav, I., and G. Shmueli, "Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurveillance", Working Paper RHS 06-059: Smith School of Business, University of Maryland, 2007. Abstract
Yahav, I., and G. Shmueli, "Algorithm Combination for Improved Performance in Biosurveillance Systems", Intelligence and Security Informatics: Biosurveillance, vol. 4506, pp. 91-102, 2007.
Yahav, I., and G. Shmueli, "Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurvelliance", Quality and Reliability Engineering International, In Press. Abstract  Download: Manuscript (732.57 KB)
W
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. Abstract  Download: JBES 2008 PredictingOnlineAuctions.pdf (1.06 MB)
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. Abstract  Download: JASA 2008 Auctions PDA.pdf (1.06 MB)
S
Sur, P., P. Dubey, S. Bose, and G. Shmueli, "Modeling Bi-Modal Count Data Using COM-Poisson Mixtures", Applied Statistics, Ljubljana, Slovenia, September 2012. Abstract
Shmueli, G., "To Explain or To Predict?", Statistical Science, vol. 25, issue 3, pp. 289-310, 2010. Abstract  Download: Stat Science published.pdf (293.36 KB)
Shmueli, G., W. Jank, A. Aris, C. Plaisant, and B. Shneiderman, "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)
Shmueli, G., R. P. Russo, and W. Jank, "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)
Shmueli, G., T. P. Minka, J. B. Kadane, S. Borle, and P. Boatwright, "A Useful Distribution for Fitting Discrete Data: Revival of the COM-Poisson", Journal of The Royal Statistical Society, Series C (Applied Statistics), vol. 54, issue 1, pp. 127-142, 2005.  Download: JRSS-COM-Poisson.pdf (278.49 KB)
Shmueli, G., "Practical Acceptance Sampling: A Hands-On Guide [Kindle Edition]", Practical Analytics, Kindle Edition, 2011.

Contact

Galit Shmuéli
SRITNE Chaired Professor
of Data Analytics
Associate Professor of Statistics & Information Systems
Indian School of Business
Gachibowli, Hyderabad 500 032
India

galit.shmueli@gmail.com