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Galit Shmueli - Publications

Affiliations: 
Applied Mathematics and Scientific Computation University of Maryland, College Park, College Park, MD 
Area:
Statistics, Commerce-Business Economics

45 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Shmueli G, Yahav I. The Forest or the Trees? Tackling Simpson's Paradox with Classification Trees Production and Operations Management. 27: 696-716. DOI: 10.1111/Poms.12819  0.357
2018 Chatla SB, Shmueli G. Efficient estimation of COM–Poisson regression and a generalized additive model Computational Statistics & Data Analysis. 121: 71-88. DOI: 10.1016/J.Csda.2017.11.011  0.411
2017 Zhu L, Sellers KF, Morris DS, Shmueli G. Bridging the Gap: A Generalized Stochastic Process for Count Data The American Statistician. 71: 71-80. DOI: 10.1080/00031305.2016.1234976  0.379
2016 Shmueli G. Analyzing Behavioral Big Data: Methodological, practical, ethical, and moral issues Quality Engineering. 29: 57-74. DOI: 10.2139/Ssrn.2736189  0.305
2016 Kenett RS, Shmueli G. From Quality to Information Quality in Official Statistics Journal of Official Statistics. 32: 867-885. DOI: 10.2139/Ssrn.2425216  0.382
2016 Yahav I, Shmueli G, Mani D. A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data Management Information Systems Quarterly. 40: 819-848. DOI: 10.2139/Ssrn.2276770  0.308
2015 Sur P, Shmueli G, Bose S, Dubey P. Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models Journal of Business and Economic Statistics. 33: 352-365. DOI: 10.1080/07350015.2014.949343  0.407
2014 Kenett RS, Shmueli G. On information quality Journal of the Royal Statistical Society. Series a: Statistics in Society. 177: 3-38. DOI: 10.1111/Rssa.12007  0.41
2014 Yahav I, Shmueli G. Directionally sensitive multivariate control charts in practice: Application to biosurveillance Quality and Reliability Engineering International. 30: 159-179. DOI: 10.1002/Qre.1491  0.39
2013 Sellers KF, Shmueli G. Data dispersion: Now you see it. now you don't Communications in Statistics - Theory and Methods. 42: 3134-3137. DOI: 10.2139/Ssrn.1612755  0.379
2012 Sellers KF, Borle S, Shmueli G. The COM-Poisson model for count data: A survey of methods and applications Applied Stochastic Models in Business and Industry. 28: 104-116. DOI: 10.1002/Asmb.918  0.364
2012 Yahav I, Shmueli G. On generating multivariate Poisson data in management science applications Applied Stochastic Models in Business and Industry. 28: 91-102. DOI: 10.1002/Asmb.901  0.405
2012 Sellers KF, Borle S, Shmueli G. Rejoinder: The COM-Poisson Model for count data: A survey of methods and applications Applied Stochastic Models in Business and Industry. 28: 128-129. DOI: 10.1002/Asmb.1923  0.404
2011 Shmueli G, Koppius OR. Predictive analytics in information systems research Mis Quarterly: Management Information Systems. 35: 553-572. DOI: 10.2139/Ssrn.1606674  0.314
2011 Dass M, Jank W, Shmueli G. Maximizing bidder surplus in simultaneous online art auctions via dynamic forecasting International Journal of Forecasting. 27: 1259-1270. DOI: 10.1016/J.Ijforecast.2011.01.003  0.341
2010 Shmueli G. To explain or to predict? Statistical Science. 25: 289-310. DOI: 10.2139/Ssrn.1351252  0.314
2010 Sellers KF, Shmueli G. A flexible regression model for count data Annals of Applied Statistics. 4: 943-961. DOI: 10.1214/09-Aoas306  0.428
2010 Shmueli G, Burkom H. Statistical Challenges Facing Early Outbreak Detection in Biosurveillance Technometrics. 52: 39-51. DOI: 10.1198/Tech.2010.06134  0.426
2010 Jank W, Shmueli G, Zhang S. A flexible model for estimating price dynamics in on-line auctions Journal of the Royal Statistical Society. Series C: Applied Statistics. 59: 781-804. DOI: 10.1111/J.1467-9876.2010.00726.X  0.34
2010 Zhang S, Jank W, Shmueli G. Real-time forecasting of online auctions via functional K-nearest neighbors International Journal of Forecasting. 26: 666-683. DOI: 10.1016/J.Ijforecast.2009.08.006  0.38
2010 Jank W, Shmueli G. Modeling Online Auctions Modeling Online Auctions. 1-319. DOI: 10.1002/9780470642603  0.358
2009 Lotze TH, Shmueli G. How does improved forecasting benefit detection? An application to biosurveillance International Journal of Forecasting. 25: 467-483. DOI: 10.1016/J.Ijforecast.2008.11.012  0.684
2008 Bapna R, Jank W, Shmueli G. Consumer surplus in online auctions Information Systems Research. 19: 400-416. DOI: 10.2139/Ssrn.840264  0.364
2008 Wang S, Jank W, Shmueli G. Explaining and forecasting online auction prices and their dynamics using functional data analysis Journal of Business and Economic Statistics. 26: 144-160. DOI: 10.1198/073500106000000477  0.356
2008 Wang S, Jank W, Shmueli G, Smith P. Modeling price dynamics in eBay auctions using differential equations Journal of the American Statistical Association. 103: 1100-1118. DOI: 10.1198/016214508000000670  0.334
2008 Reithinger F, Jank W, Tutz G, Shmueli G. Modelling price paths in on-line auctions: Smoothing sparse and unevenly sampled curves by using semiparametric mixed models Journal of the Royal Statistical Society. Series C: Applied Statistics. 57: 127-148. DOI: 10.1111/J.1467-9876.2007.00605.X  0.387
2008 Lotze T, Shmueli G. On the relationship between forecast accuracy and detection performance: An application to biosurveillance 2008 Ieee International Conference On Technologies For Homeland Security, Hst'08. 100-105. DOI: 10.1109/THS.2008.4534431  0.322
2008 Shmueli G, Jank W, Hyde V. Transformations for semi-continuous data Computational Statistics and Data Analysis. 52: 4000-4020. DOI: 10.1016/J.Csda.2008.01.025  0.723
2008 Hyde V, Shmueli G, Jank W. A Family of Growth Models for Representing the Price Process in Online Auctions Statistical Methods in E-Commerce Research. 291-324. DOI: 10.1002/9780470315262.ch13  0.7
2008 Lotze TH, Shmueli G. Ensemble forecasting for disease outbreak detection Proceedings of the National Conference On Artificial Intelligence. 3: 1470-1471.  0.686
2007 Burkom HS, Murphy SP, Shmueli G. Automated time series forecasting for biosurveillance. Statistics in Medicine. 26: 4202-18. PMID 17335120 DOI: 10.1002/Sim.2835  0.445
2007 Shmueli G, Russo RP, Jank W. The BARISTA: A model for bid arrivals in online auctions The Annals of Applied Statistics. 1: 412-441. DOI: 10.1214/07-Aoas117  0.361
2007 Jank W, Shmueli G. Modelling concurrency of events in on-line auctions via spatiotemporal semiparametric models Journal of the Royal Statistical Society. Series C: Applied Statistics. 56: 1-27. DOI: 10.1111/J.1467-9876.2007.00562.X  0.349
2007 Yahav I, Shmueli G. Algorithm combination for improved performance in biosurveillance systems Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4506: 91-102.  0.324
2006 Kadane JB, Krishnan R, Shmueli G. A data disclosure policy for count data based on the COM-poisson distribution Management Science. 52: 1610-1617. DOI: 10.1287/Mnsc.1060.0562  0.353
2006 Jank W, Shmueli G. Functional data analysis in electronic commerce research Statistical Science. 21: 155-166. DOI: 10.1214/088342306000000132  0.388
2006 Kadane JB, Shmueli G, Minka TP, Borle S, Boatwright P. Conjugate analysis of the Conway-Maxwell-Poisson distribution Bayesian Analysis. 1: 363-374. DOI: 10.1214/06-Ba113  0.338
2006 Hyde V, Jank W, Shmueli G. Investigating concurrency in online auctions through visualization American Statistician. 60: 241-250. DOI: 10.1198/000313006X124163  0.727
2005 Fienberg SE, Shmueli G. Statistical issues and challenges associated with rapid detection of bio-terrorist attacks. Statistics in Medicine. 24: 513-29. PMID 15678405 DOI: 10.1002/Sim.2032  0.394
2005 Shmueli G, Jank W. Visualizing online auctions Journal of Computational and Graphical Statistics. 14: 299-319. DOI: 10.1198/106186005X48236  0.401
2005 Shmueli G, Minka TP, Kadane JB, Borle S, Boatwright P. A useful distribution for fitting discrete data: Revival of the Conway-Maxwell-Poisson distribution Journal of the Royal Statistical Society. Series C: Applied Statistics. 54: 127-142. DOI: 10.1111/J.1467-9876.2005.00474.X  0.325
2003 Shmueli G, Cohen A. Run-length distribution for control charts with runs and scans rules Communications in Statistics - Theory and Methods. 32: 475-495. DOI: 10.1081/Sta-120018196  0.534
2002 Goldenberg A, Shmueli G, Caruana RA, Fienberg SE. Early statistical detection of anthrax outbreaks by tracking over-the-counter medication sales. Proceedings of the National Academy of Sciences of the United States of America. 99: 5237-40. PMID 11959973 DOI: 10.1073/Pnas.042117499  0.396
2000 Shmueli G, Cohen A. Run-related probability functions applied to sampling inspection Technometrics. 42: 188-202. DOI: 10.1080/00401706.2000.10485998  0.525
1999 Shmueli G, Cohen A. Analysis and display of hierarchical life-time data American Statistician. 53: 140-146. DOI: 10.1080/00031305.1999.10474448  0.549
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