All Stories

  1. Tree-based methods for clustering time series using domain-relevant attributes

    Article • Journal of Business Analytics, January 2019, Taylor & Francis

    Galit Shmueli

  2. From Quality to Information Quality in Official Statistics

    Article • December 2016, De Gruyter

    Professor Ron S Kenett, Galit Shmueli

  3. Information Quality

    Article • November 2016, Wiley

    Galit Shmueli

  4. One-Way Mirrors in Online Dating: A Randomized Field Experiment

    Article • Management Science, November 2016, INFORMS

    Galit Shmueli

  5. The elephant in the room: Predictive performance of PLS models

    Article • Journal of Business Research, October 2016, Elsevier

    Galit Shmueli

  6. Bridging the Gap: A Generalized Stochastic Process for Count Data

    Article • The American Statistician, September 2016, Taylor & Francis

    Galit Shmueli

  7. Rejoinder

    Article • Quality Engineering, July 2016, Taylor & Francis

    Galit Shmueli

  8. Analyzing Behavioral Big Data: Methodological, Practical, Ethical, and Moral Issues

    Article • Quality Engineering, July 2016, Taylor & Francis

    Galit Shmueli

  9. guidelines to authors and reviewers for achieving information quality

    Article • Statistical Journal of the IAOS, February 2016, IOS Press

    Professor Ron S Kenett, Galit Shmueli

  10. Helping authors and reviewers ask the right questions: The InfoQ framework for reviewing applied research

    Article • Statistical Journal of the IAOS, February 2016, IOS Press

    Professor Ron S Kenett, Galit Shmueli

  11. Clarifying the terminology that describes scientific reproducibility

    Article • Nature Methods, July 2015, Nature

    Professor Ron S Kenett, Galit Shmueli

  12. Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models

    Article • Journal of Business and Economic Statistics, July 2015, Taylor & Francis

    Galit Shmueli

  13. A special issue on: Actual impact and future perspectives on stochastic modelling in business and industry

    Article • Applied Stochastic Models in Business and Industry, January 2015, Wiley

    Professor Ron S Kenett, Galit Shmueli

  14. Models for Bid Arrivals and Bidder Arrivals in Online Auctions

    Article • November 2014, Wiley

    Galit Shmueli

  15. Research Commentary—Too Big to Fail: Large Samples and thep-Value Problem

    Article • Information Systems Research, December 2013, INFORMS

    Dr. Mingfeng Lin, Galit Shmueli, Henry Lucas

  16. Data Dispersion: Now You See It… Now You Don't

    Article • Communication in Statistics- Theory and Methods, September 2013, Taylor & Francis

    Galit Shmueli

  17. Wavelet-Based Monitoring for Biosurveillance

    Article • Axioms, July 2013, MDPI AG

    Galit Shmueli

  18. Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance

    Article • Quality and Reliability Engineering International, June 2013, Wiley

    Galit Shmueli

  19. Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores

    Article • Annals of Operations Research, April 2013, Springer Science + Business Media

    Galit Shmueli

  20. On information quality

    Article • Journal of the Royal Statistical Society Series A (Statistics in Society), February 2013, Wiley

    Professor Ron S Kenett, Galit Shmueli

  21. Rejoinder: The COM-Poisson Model for count data: A survey of methods and applications

    Article • Applied Stochastic Models in Business and Industry, March 2012, Wiley

    Galit Shmueli

  22. Maximizing bidder surplus in simultaneous online art auctions via dynamic forecasting

    Article • International Journal of Forecasting, October 2011, Elsevier

    Galit Shmueli

  23. The COM-Poisson model for count data: a survey of methods and applications

    Article • Applied Stochastic Models in Business and Industry, September 2011, Wiley

    Galit Shmueli

  24. On generating multivariate Poisson data in management science applications

    Article • Applied Stochastic Models in Business and Industry, May 2011, Wiley

    Galit Shmueli

  25. Models for Bid Arrivals and Bidder Arrivals in Online Auctions

    Article • November 2010, Wiley

    Galit Shmueli

  26. Simulating and Evaluating Biosurveillance Datasets

    Article • November 2010, Taylor & Francis

    Galit Shmueli

  27. Algorithm Combination for Improved Performance in Biosurveillance

    Article • October 2010, Springer Science + Business Media

    Galit Shmueli

  28. To Explain or to Predict?

    Article • Statistical Science, August 2010, Institute of Mathematical Statistics

    Galit Shmueli

  29. A flexible model for estimating price dynamics in on-line auctions

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), July 2010, Wiley

    Galit Shmueli

  30. Modeling Online Auctions

    Article • June 2010, Wiley

    Galit Shmueli

  31. A flexible regression model for count data

    Article • The Annals of Applied Statistics, June 2010, Institute of Mathematical Statistics

    Galit Shmueli

  32. Statistical Challenges Facing Early Outbreak Detection in Biosurveillance

    Article • Technometrics, February 2010, Taylor & Francis

    Galit Shmueli

  33. Predicting Censored Count Data with COM-Poisson Regression

    Article • SSRN Electronic Journal, January 2010, Elsevier

    Galit Shmueli

  34. How does improved forecasting benefit detection? An application to biosurveillance

    Article • International Journal of Forecasting, July 2009, Elsevier

    Galit Shmueli

  35. Consumer Surplus in Online Auctions

    Article • Information Systems Research, December 2008, INFORMS

    Galit Shmueli

  36. Statistical Methods in e-Commerce Research

    Article • September 2008, Wiley

    Galit Shmueli

  37. Statistical Challenges in eCommerce: Modeling Dynamic and Networked Data

    Article • September 2008, INFORMS

    Galit Shmueli

  38. Modeling Price Dynamics in eBay Auctions Using Differential Equations

    Article • Journal of the American Statistical Association, September 2008, Taylor & Francis

    Galit Shmueli

  39. On the relationship between forecast accuracy and detection performance: An application to biosurveillance

    Article • May 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Galit Shmueli

  40. Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis

    Article • Journal of Business and Economic Statistics, April 2008, Taylor & Francis

    Galit Shmueli

  41. Modelling price paths in on-line auctions: smoothing sparse and unevenly sampled curves by using semiparametric mixed models

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), April 2008, Wiley

    Galit Shmueli

  42. Price formation and its dynamics in online auctions

    Article • Decision Support Systems, February 2008, Elsevier

    Galit Shmueli

  43. The BARISTA: A model for bid arrivals in online auctions

    Article • The Annals of Applied Statistics, December 2007, Institute of Mathematical Statistics

    Galit Shmueli

  44. Automated time series forecasting for biosurveillance

    Article • Statistics in Medicine, January 2007, Wiley

    Galit Shmueli

  45. A family of growth models for representing the price process in online auctions

    Article • January 2007, ACM (Association for Computing Machinery)

    Galit Shmueli

  46. Modelling concurrency of events in on-line auctions via spatiotemporal semiparametric models

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), January 2007, Wiley

    Galit Shmueli

  47. Exploring auction databases through interactive visualization

    Article • Decision Support Systems, December 2006, Elsevier

    Galit Shmueli

  48. A Data Disclosure Policy for Count Data Based on the COM-Poisson Distribution

    Article • Management Science, October 2006, INFORMS

    Galit Shmueli

  49. Accelerating statistical research in drug safety

    Article • Pharmacoepidemiology and Drug Safety, August 2006, Wiley

    Galit Shmueli

  50. Investigating Concurrency in Online Auctions Through Visualization

    Article • The American Statistician, August 2006, Taylor & Francis

    Galit Shmueli

  51. Conjugate analysis of the Conway-Maxwell-Poisson distribution

    Article • Bayesian Analysis, June 2006, Institute of Mathematical Statistics

    Galit Shmueli

  52. Functional Data Analysis in Electronic Commerce Research

    Article • Statistical Science, May 2006, Institute of Mathematical Statistics

    Galit Shmueli

  53. A Special Issue on Statistical Challenges and Opportunities in Electronic Commerce Research

    Article • Statistical Science, May 2006, Institute of Mathematical Statistics

    Galit Shmueli

  54. A Bayesian dynamics model for influenza surveillance

    Article • Statistics in Medicine, January 2006, Wiley

    Galit Shmueli

  55. Dynamic, real-time forecasting of online auctions via functional models

    Article • January 2006, ACM (Association for Computing Machinery)

    Galit Shmueli

  56. The Effect of Product Assortment Changes on Customer Retention

    Article • Marketing Science, November 2005, INFORMS

    Galit Shmueli

  57. Visualizing Online Auctions

    Article • Journal of Computational and Graphical Statistics, June 2005, Taylor & Francis

    Galit Shmueli

  58. Statistical issues and challenges associated with rapid detection of bio-terrorist attacks

    Article • Statistics in Medicine, January 2005, Wiley

    Galit Shmueli

  59. A useful distribution for fitting discrete data: revival of the Conway-Maxwell-Poisson distribution

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), January 2005, Wiley

    Galit Shmueli

  60. A unified Markov chain approach for computing the run length distribution in control charts with simple or compound rules

    Article • Statistics & Probability Letters, December 2003, Elsevier

    Galit Shmueli

  61. Run-Length Distribution for Control Charts with Runs and Scans Rules

    Article • Communication in Statistics- Theory and Methods, January 2003, Taylor & Francis

    Galit Shmueli

  62. Run-Related Probability Functions Applied to Sampling Inspection

    Article • Technometrics, May 2000, JSTOR

    Galit Shmueli

  63. Run-Related Probability Functions Applied to Sampling Inspection

    Article • Technometrics, May 2000, Taylor & Francis

    Galit Shmueli

  64. Analysis and Display of Hierarchical Life-Time Data

    Article • The American Statistician, May 1999, Taylor & Francis

    Galit Shmueli

  65. Analysis and Display of Hierarchical Life-Time Data

    Article • The American Statistician, May 1999, JSTOR

    Galit Shmueli

  66. On Information Quality

    Article • SSRN Electronic Journal, Elsevier

    Professor Ron S Kenett, Galit Shmueli

  67. From Quality to Information Quality in Official Statistics

    Article • SSRN Electronic Journal, Elsevier

    Professor Ron S Kenett, Galit Shmueli

  68. To Explain or To Predict?

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  69. Transformations for Semi-Continuous Data

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  70. Wavelet-Based Monitoring in Modern Biosurveillance

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  71. Consumer Surplus in Online Auctions

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  72. Predictive Analytics in Information Systems Research

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  73. Statistical Inference with Large (eCommerce) Datasets

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  74. The Challenge of Prediction in Information Systems Research

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  75. Measuring Consumer Surplus on eBay: An Empirical Study

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  76. Simulating Multivariate Syndromic Time Series and Outbreak Signatures

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  77. Evaluating Directionally-Sensitive Multivariate Control Charts with an Application to Biosurveillance

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  78. Modeling Bid Arrivals in Online Auctions

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  79. On Generating Multivariate Poisson Data in Management Science Applications

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  80. A Flexible Regression Model for Count Data

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  81. Impact Assessment in Observational Studies: A Classification and Regression Tree Approach

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  82. Analyzing Behavioral Big Data: Methodological, Practical, Ethical, and Moral Issues

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  83. Current and Potential Statistical Methods for Monitoring Multiple Data Streams for Biosurveillance

    Article • Springer Science + Business Media

    Galit Shmueli

  84. A Generalized Stochastic Process for Count Data

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  85. Data Dispersion: Now You See it... Now You Don't

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  86. Price Formation and its Dynamics in Online Auctions

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  87. Profiling Price Dynamics in Online Auctions Using Curve Clustering

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli

  88. Models of Bidder Activity Consistent with Self-Similar Bid Arrivals

    Article • Wiley

    Galit Shmueli

  89. A Family of Growth Models for Representing the Price Process in Online Auctions

    Article • Wiley

    Galit Shmueli

  90. Differential Equation Trees to Model Price Dynamics in Online Auctions

    Article • Wiley

    Galit Shmueli

  91. One-Way Mirrors and Weak-Signaling in Online Dating: A Randomized Field Experiment - Online E-Companion Appendix

    Article • SSRN Electronic Journal, Elsevier

    Galit Shmueli