Bibliography
"To Explain or To Predict?", Working Paper (RHS 06-099) Smith School of Business, University of Maryland, 2009.
, "System-Wide Probabilities for Systems with Runs and Scans Rules", Methodology and Computing in Applied Probability, vol. 4, pp. 401-419, 2003.
Mcap_5118753.pdf (989.79 KB)
, 
"Statistical Issues and Challenges Associated with Rapid Detection of Bio-terrorist Attacks", Statistics in Medicine, vol. 24, issue 4, pp. 513-29, 2005.
FienbergShmueli-SIM-2005.pdf (122.99 KB)
, 
"Statistical Challenges Facing Early Outbreak Detection in Biosurveillance", Technometrics (Special Issue on Anomaly Detection), vol. 52, issue 1, pp. 39-51, 2010.
Previous version ("Statistical Challenges in Modern Biosurveillance") (381.03 KB)
Published Version (751.05 KB)
, 

"A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research", Statistical Science, vol. 21, issue 2, pp. 113-115, 2006.
, "A special issue on: Actual impact and future perspectives on stochastic modelling in business and industry", Applied Stochastic Models in Business and Industry, vol. 31, issue 1, pp. 1-2, 2015.
, "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)
, 
"Run Related Probability Functions Applied to Sampling Inspection", Technometrics, vol. 42, issue 2, pp. 188-202, 2000.
RunsTechnometrics2000.pdf (1.13 MB)
, 
"Run Length Distribution for Control Charts with Runs Rules", Communications in Statistics - Theory & Methods, vol. 32, issue 2, pp. 475-495, 2003.
CIS published version.pdf (295.77 KB)
, 
"Review of "Fundamentals of Clinical Trials, 4th edition" by Friedman, Furberg, and Demets", Journal of the American Statistical Association (JASA), vol. 107, issue 497, 2012.
Book review JASA Clinical Trials.pdf (45.32 KB)
, 
"Research Dilemmas With Behavioral Big Data", Big Data, vol. 5, issue 2, pp. 98-119, 2017.
, "Rejoinder: The COM-Poisson Model for count data: A survey of methods and applications", Applied Stochastic Models in Business and Industry, vol. 28, issue 2, pp. 128-129, 2012.
REJOINDER COM-Poisson Survey Paper submitted.pdf (79.1 KB)
, 
"Rejoinder: On Information Quality", JRSS A, vol. 177, issue 1, pp. 35-38, 2014.
, "Rejoinder: Helping authors and reviewers ask the right questions: The InfoQ framework for reviewing applied research", Statistical Journal of the IAOS, vol. 32, issue 1, pp. 33-35, 2016.
, "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)
, 
"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)
, 
"Preparing Biosurveillance Data for Classic Monitoring", Advances in Disease Surveillance, vol. 6, 2008.
DataPreparation AdvDisSurv.pdf (470.11 KB)
, 
"Predictive Analytics in Information Systems Research", ERN Economics of Networks eJournal, vol. 2, issue 56, 2010.
, "Predictive Analytics in Information Systems Research", MIS Quarterly, vol. 35, issue 3, pp. 553-572, 2011.
MISQ-Predictive-Analytics-in-IS-Shmueli-Koppius -2011.pdf (303.74 KB)
, 
"Prediction-Oriented Model Selection in Partial Least Squares Path Modeling", Decision Sciences, 2019.
,