Bibliography

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Shmueli, G., P. C. Bruce, A. K. Deokar, and N. R. Patel, Machine Learning for Business Analytics: Concepts, Techniques, and Applications in RapidMiner, 1: John Wiley & Sons, 2023.
Shmueli, G., P. C. Bruce, P. Gedeck, I. Yahav, and N. R. Patel, Machine Learning for Business Analytics: Concepts, Techniques, and Applications in R, 2, New Jersey, John Wiley & Sons, 2023.
Dass, M., W. Jank, and G. Shmueli, "Maximizing Bidder Surplus in Simultaneous Online Art Auctions via Dynamic Forecasting", International Journal on Forecasting, vol. 27, issue 4, pp. 1259-1270, 2011.
Shmueli, G., W. Jank, and R. Bapna, "Measuring Consumer Surplus on eBay: An Empirical Study", Working Paper RHS-06-053: Smith School of Business, University of Maryland, 2007.
Shmueli, G., R. P. Russo, and W. Jank, "Modeling Bid Arrivals in Online Auctions", Working paper, RHS-06-001: Smith School of Business, University of Maryland, 2004.
Sur, P., G. Shmueli, S. Bose, and P. Dubey, "Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models", ArXiv (Stat): Indian School of Business and Indian Statistical Institute, 2013.
Sur, P., G. Shmueli, S. Bose, and P. Dubey, "Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models", Journal of Business & Economic Statistics, vol. 33, issue 3, pp. 352-365, 2015. PDF icon CMP_Mixture_Final_Unblinded.pdf (1.62 MB)
Jank, W., and G. Shmueli, "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.
Shmueli, G., and W. Jank, "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.
Jank, W., and G. Shmueli, "Modeling Online Auctions", Statistics in Practice: John Wiley & Sons, 2010.
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, 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. PDF icon 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. PDF icon 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. PDF icon RussoShmueliShyamalKumar BidderActivity-revised.pdf (242.37 KB)