By Topic
Found 78 results
Submitted
"Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurvelliance",
NA, Submitted .
Abstract
Download: MCharts-JRSS_r3 submitted.pdf
"On Generating Multivariate Poisson Data in Management Science Applications",
NA, Submitted .
Abstract
"SOABER: An Innovative Approach to Maximize Bidder Surplus in Simultaneous Online Art Auctions",
N/A, Submitted .
"The Challenge of Prediction in Information Systems Research",
MIS Quarterly, Submitted .
Abstract
In Press
"Algorithm Combination for Improved Detection in Biosurveillance",
Infectious Disease Informatics and Biosurveillance: Research, Systems, and Case Studies: Springer, In Press .
"A Flexible Regression Model for Count Data",
Annals of Applied Statistics, In Press .
Abstract
Download: RevisedAOAS0812-004.pdf RevisedAOAS0812-004supplement.pdf
"Dynamic Price Forecasting In Simultaneous Online Art Auctions",
Marketing Intelligent Systems using Soft Computing, In Press .
Abstract
Download: DassJankShmueli_c28.pdf
"Forecasting Online Auctions using Dynamic Models",
Data Mining for Business Applications: IOS Press, In Press .
"Models For Bid Arrivals and Bidder Arrivals in Online Auctions",
Handbook of Business, Finance and Management Sciences, Newark, NJ, John Wiley & Sons, In Press .
Abstract
Download: Handbook-Chapter.pdf
"Real-Time Forecasting of Online Auctions via Functional K-Nearest Neighbors",
International Journal of Forecasting, In Press .
Abstract
"Simulating and Evaluating Biosurveillance Datasets",
Biosurveillance: A Health Protection Priority: Chapman and Hall, In Press .
Download: mimic Book Chapter.pdf
"Statistical Challenges Facing Early Outbreak Detection in Biosurveillance",
Technometrics (Special Issue on Anomaly Detection), In Press .
Abstract
Download: Technometrics StatChallengesBiosurveillanceRevised-II.pdf StatChallengesBiosurveillanceRevised-III.pdf
2009
"A Regression Model for Count Data with Observation-Level Dispersion",
24th International Workshop on Statistical Modelling (IWSM), Cornell University, Ithaca, NY, 20/07/2009.
Abstract
Download: SellersAndShmueliForIWSM2009-1.pdf
"How does improved forecasting benefit detection? An application to biosurveillance",
International Journal on Forecasting, vol. 25, pp. 467-483, 2009 .
Abstract
Download: IJF2009 ForecastingBiosurveillance.pdf
"Is More Always Better? Larger Samples and False Discoveries",
Working Paper (RHS 06-068) Smith School of Business, University of Maryland, 2009 .
Abstract
"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 .
"On Information Quality",
Working Paper (RHS 06-100) Smith School of Business, University of Maryland,, 2009 .
Abstract
"Studying Heterogeneity of Price Evolution in eBay Auctions Via Functional Clustering",
Handbook on Information Series: Business Computing, vol. 3: Emerald, pp. 237-261, 2009 .
"To Explain or To Predict?",
Working Paper (RHS 06-099) Smith School of Business, University of Maryland, 2009 .
Abstract
2008
"Consumer Surplus in Online Auctions",
Informations Systems Research, vol. 19, issue 4, pp. 400-416, 12/2008.
Abstract
Download: consumerSurplusOnlineAuctionsRevised ISR-2006-181-R2-Final.pdf
"A Family of Growth Models for Representing the Price Process in Online Auctions",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008 .
Abstract
Download: GrowthModelsFinal.pdf
"A Flexible Regression Model for Count Data",
Working Paper RHS 06-060: Smith School of Business, University of Maryland, 2008 .
Abstract
Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner ,
, 1: Wiley India, 2008 .
"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
"Ensemble Forecasting for Disease Outbreak Detection",
23rd AAAI Conference on Artificial Intelligence (AAAI-08), Chicago, IL, 2008 .
Download: AAAI7LotzeT.pdf
"Modeling Price Dynamics in Online Auctions via Regression Trees",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008 .
Abstract
Download: DiffEqTrees-Jank-Shmueli-Wang--rev.pdf
"Models of Bidder Activity Consistent with Self-Similar Bid Arrivals",
Statistical Methods in eCommerce Research: John Wiley & Sons, 2008 .
Download: RussoShmueliShyamalKumar BidderActivity-revised.pdf
"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
"On the relationship between forecast accuracy and detection performance: An application to biosurveillance",
2008 IEEE Conference on Technologies for Homeland Security, Boston, MA, 2008 .
Download: ieee.pdf
"Price Formation and its Dynamics in Online Auctions",
Decision Support Systems, vol. 44, pp. 641-656, 2008 .
Abstract
Download: DSS 2008 Price Dynamics.pdf
"Preparing Biosurveillance Data for Classic Monitoring",
Advances in Disease Surveillance, vol. 6, 2008 .
Abstract
Download: DataPreparation AdvDisSurv.pdf
"Statistical Methods in eCommerce Research",
Statistics in Practice: John Wiley & Sons, 2008 .
"Statistical Challenges in eCommerce: Modeling Dynamic and Networked Data",
Tutorials in Operations Research: INFORMS, 2008 .
Abstract
Download: INFORMS Tutorials-2008-CD-chapter03.pdf
"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 .
Abstract
Download: JRSSC.57.2 (2008) 127-148.pdf
"Transformations for Semi-Continuous Data",
Computational Statistics & Data Analysis, vol. 52, issue 8, pp. 4000-4020, 2008 .
Abstract
Download: CSDA-semiContinuousData.pdf
"Visualizing Functional Data with an Application to eBays Online Auctions",
Handbook on Computational Statistics on Data Visualization, Heidelberg, Springer, 2008 .
Download: CSC-Visualizing-FDA.pdf
2007
"Predictive vs. Explanatory Modeling in IS Research",
Conference on Information Systems & Technology (Best Paper Award), Seattle, WA, 03/11/2007.
"Algorithm Combination for Improved Performance in Biosurveillance Systems",
Lecture Notes in Computer Science: Intelligence and Security Informatics: Biosurveillance, vol. 4506, pp. 91-102, 2007 .
"Automated Time Series Forecasting for Biosurveillance",
Statistics in Medicine, vol. 26, issue 22, pp. 4202-4218, 2007 .
"A Family of Growth Models for Representing the Price Evolution in Online Auctions",
9th Intl Conference on Electronic Commerce, Minneapolis, MA, 2007 .
"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 .
"Measuring Consumer Surplus on eBay: An Empirical Study",
Working Paper RHS-06-053: Smith School of Business, University of Maryland, 2007 .
"Similarity-Based Forecasting with Simultaneous Previews: A River Plot Interface for Time Series Forecasting",
11th Intl Conference on Information Visualization (InfoViz), Zurich, Switzerland, 2007 .
"Simulating Multivariate Syndromic Time Series and Outbreak Signatures",
Working Paper RHS-06-054: Smith School of Business, University of Maryland, 2007 .
"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
2006
"A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution",
Management Science, vol. 52, issue 10, pp. 1610-1617, 2006 .
"A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 113-115, 2006 .
"A Wavelet-based Anomaly Detector for Early Detection of Disease Outbreaks",
Proceedings of the 23rd International Conference on Machine Learning (ICML), Workshop on Machine Learning Algorithms for Surveillance and Event Detection, Pittsburgh, PA, 2006 .
Abstract
"Current and Potential Statistical Methods for Monitoring Multiple Data Streams for Bio-Surveillance",
Statistical Methods in Counter-Terrorism: Game Theory, Modeling, Syndromic Surveillance, and Biometric Authentication, New York, Springer, 2006 .
Abstract
"Comment on "A Bayesian Dynamic Model for Influenza Surveillance" by Sebastiani, Mandl, Szolovits, Kohane, and Ramoni",
Statistics in Medicine, vol. 25, issue 11, pp. 1821-1822, 2006 .
"Conjugate Analysis of the Conway-Maxwell-Poisson Distribution",
Bayesian Analysis, vol. 1, issue 2, pp. 363-374, 2006 .
Download: kadane363-374.pdf
Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel with XLMiner ,
: John Wiley & Sons , 2006 .
"Dynamic, Real-time Forecasting of Online Auctions via Functional Models",
Proceedings of 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , 2006 .
"Data Adaptive Multivariate Control Charts for Routine Health Monitoring",
Syndromic Surveillance Conference (in Advances in Disease Surveillance, 1:53), 2006 .
"Exploring Auction Databases through Interactive Visualization",
Decision Support Systems, vol. 42, issue 3, pp. 1521-1538, 2006 .
"Functional Data Analysis in Electronic Commerce Research",
Statistical Science, vol. 21, issue 2, pp. 155-166, 2006 .
"Investigating Concurrency in Online Auctions Through Visualization",
The American Statistician, vol. 60, issue 3, pp. 241-250, 2006 .
2005
"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
"Profiling Price Dynamics in Online Auctions Using Curve Clustering",
Working Paper RHS-06-004: Smith School of Business, University of Maryland, 2005 .
"Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration",
Lecture Notes in Computer Science: Human-Computer Interaction - INTERACT 2005, IFIP TC13 International Conference, IFIP TC13 International Conference, Rome, Italy, September 12-16, 2005. Proceedings , no. 3585, 2005 .
"Representing Unevenly-Spaced Time Series Data for Visualization and Interactive Exploration",
Technical Report: HCIL-2005-01, HCIL, University of Maryland, 2005 .
"Statistical Issues and Challenges Associated with Rapid Detection of Bio-terrorist Attacks",
Statistics in Medicine, vol. 24, issue 4, pp. 513-29, 2005 .
Download: FienbergShmueli-SIM-2005.pdf FienbergShmueli-SIM-2005.pdf
"Sampling eCommerce Data from the Web: Methodological and Practical Issues",
JSM, Minneapolis, MA, Proceedings of the American Statistical Association, Statistical Computing Section [CD-ROM], 2005 .
"The Effect of Product Assortment Changes on Customer Retention",
Marketing Science, vol. 24, issue 4, pp. 616-622, 2005 .
Download: SSRN-id991959.pdf
"Visualizing Online Auctions",
Journal of Computational and Graphical Statistics, vol. 14, issue 2, pp. 299-319, 2005 .
Download: AuctionDisplaysFinalVersion.pdf
"Wavelet-based Monitoring in Modern Biosurveillance",
Working Paper RHS-06-002: Smith School of Business, University of Maryland, 2005 .
2004
"Modeling Bid Arrivals in Online Auctions",
Working paper, RHS-06-001: Smith School of Business, University of Maryland, 2004 .
2003
"A Unified Markov Chain Approach for Computing the Run Length Distribution in Control Charts with Simple or Compound Rules",
Statistics & Probability Letters, vol. 65, issue 4, pp. 457-466, 2003 .
"Computing Consecutive-Type Reliabilities Non-Recursively",
IEEE Transactions on Reliability, vol. 52, issue 3, pp. 367-372, 2003 .
"Computing with the COM-Poisson Distribution",
Technical Report #776: Dept. of Statistics, Carnegie Mellon University, 2003 .
"Run Length Distribution for Control Charts with Runs Rules",
Communications in Statistics - Theory & Methods, vol. 32, issue 2, pp. 475-495, 2003 .
"System-Wide Probabilities for Systems with Runs and Scans Rules",
Methodology and Computing in Applied Probability, vol. 4, pp. 401-419, 2003 .
2002
"Early Statistical Detection of Anthrax Outbreaks by Tracking Over-the-Counter Medication Sales",
Proceeding of the National Academy of Sciences, vol. 99, issue 8, pp. 5237-5240, 2002 .
2001
"Using Computational and Mathematical Methods to Explore a New Distribution: The v-Poisson",
Technical Report #740: Dept. of Statistics, Carnegie Mellon University, 2001 .
2000
"Algorithms Based on Runs in Statistical Quality Control: Applying Theoretical Results in the New Millennium",
Productivity & Quality Management Frontiers, vol. IX, pp. 354-355, 2000 .
"Run Related Probability Functions Applied to Sampling Inspection",
Technometrics, vol. 42, issue 2, pp. 188-202, 2000 .
1999
"Analysis and Display of Hierarchical Life-Time Data",
The American Statistician, vol. 53, issue 2, pp. 140-146, 1999 .