Biblio
"On Information Quality",
JRSS A, In Press.
Abstract
"Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores",
Annals of Operations Research, In Press.
Abstract
Download: lifetime_r2.pdf (924.59 KB)
Getting Started with Business Analytics: Insightful Decision Making,
: Chapman and Hall/CRC, pp. 190, 2013.
"Teaching Data Mining in the Business School: Experience from Three Continents",
Teaching Machine Learning Workshop, ICML, Edinburgh, Scotland, UK, June 2012.
Abstract
Download: ICML 2012 Teaching BS vs CS.pdf (413.83 KB)
Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner [Korean 2nd Edition],
, 2nd: E & B Plus, pp. 480, 2012.
"Practical Time Series Forecasting: A Hands-On Guide [Chinese Edition]",
Practical Analytics: Tsinghua University Press, 2012.
"Maximizing Bidder Surplus in Simultaneous Online Art Auctions via Dynamic Forecasting",
International Journal on Forecasting, vol. 27, issue 4, pp. 1259-1270, 2011.
Abstract
"On Information Quality",
Working Paper RHS 06-100: Smith School of Business, University of Maryland, 2011.
Abstract
"Practical Time Series Forecasting: A Hands-On Guide",
Practical Analytics: CreateSpace, 2011.
"Practical Time Series Forecasting: A Hands-On Guide [2nd Edition]",
Practical Analytics, 2: CreateSpace, pp. 202, 2011.
"Practical Time Series Forecasting: A Hands-On Guide [Kindle Edition]",
Practical Analytics, Kindle Edition, 2011.
"Predictive Analytics in Information Systems Research",
MIS Quarterly, vol. 35, issue 3, pp. 553-572, 2011.
Abstract
Download: MISQ-Predictive-Analytics-in-IS-Shmueli-Koppius -2011.pdf (303.74 KB)
"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)
Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner,
, 2, New Jersey, Wiley, 2010.
"Dynamic Price Forecasting In Simultaneous Online Art Auctions",
Marketing Intelligent Systems Using Soft Computing: Managerial and Research Applications, no. 258: Springer, pp. 417-445, 2010.
Abstract
Download: Casillas Martinez-Lopez 2010 book chapter.pdf (1.74 MB)
"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)
"To Explain or To Predict?",
Statistical Science, vol. 25, issue 3, pp. 289-310, 2010.
Abstract
Download: Stat Science published.pdf (293.36 KB)
"The Challenge of Prediction in Information Systems Research",
Working Paper (RHS 06-058) : Smith School of Business, University of Maryland, 2009.
Abstract
"To Explain or To Predict?",
Working Paper (RHS 06-099) Smith School of Business, University of Maryland, 2009.
Abstract