← All authors Galit Shmueli National Tsing Hua University (from arXiv:2505.13324, 2025) · ORCID · OpenAlex
58 papers in scope · 57 published · 1 on the econ.EM arXiv · 5,048 citations · h-index 26 (over the papers listed here)
Papers (1 of 58)
To Explain, to Predict, or to Describe: Figuring out the Study Goal [Commentary on “On the Uses and Abuses of Regression Models” by Carlin and Moreno‐Betancur]
published 2025 · Statistics in Medicine · 5 citations
working paper 2025 · arXiv
Monetization could corrupt algorithmic explanations
published 2025 · AI & Society · 6 citations
Chronicles of a New Journal: Reflections by the Inaugural Editor-in-Chief
published 2024 · INFORMS Journal on Data Science
Transporting Causal Effects Across Populations Using Structural Causal Modeling: An Illustration to Work-from-Home Productivity
published 2023 · Information Systems Research · 3 citations · first circulated 2021
with S.J. Park, Ali Tafti, Sujin Park
How Can IJDS Authors, Reviewers, and Editors Use (and Misuse) Generative AI?
published 2023 · INFORMS Journal on Data Science · 11 citations
Forks Over Knives: Predictive Inconsistency in Criminal Justice Algorithmic Risk Assessment Tools
published 2022 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 6 citations
Rejoinder: How to “improve” prediction using behavior modification
published 2022 · International Journal of Forecasting · 15 citations · first circulated 2020
with Ali Tafti
Congratulations, It’s Our Inaugural Issue!
published 2022 · INFORMS Journal on Data Science · 1 citations
Fast Forecast Reconciliation Using Linear Models
published 2021 · Journal of Computational and Graphical Statistics · 1 citations
with Mahsa Ashouri, Rob J. Hyndman
INFORMS Journal on Data Science ( IJDS ) Editorial #1: What Is an IJDS Paper?
published 2021 · INFORMS Journal on Data Science · 1 citations
Seeing Humans in the Data: Ethical Blind Spots of Taiwan Academic Researchers in the Era of Behavioral Big Data
published 2021 · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences
Comment on Breiman's "Two Cultures" (2002): From Two Cultures to Multicultural
published 2021 · Observational Studies · 2 citations
Beyond Overall Treatment Effects: Leveraging Covariates in Randomized Experiments Guided by Causal Structure
published 2020 · Information Systems Research · 22 citations · first circulated 2019
with Ali Tafti
A Tree-Based Semi-Varying Coefficient Model for the COM-Poisson Distribution
published 2020 · Journal of Computational and Graphical Statistics · 8 citations
with Suneel Babu Chatla
Discussion on “Assessing the goodness of fit of logistic regression models in large samples: A modification of the Hosmer‐Lemeshow test” by Giovanni Nattino, Michael L. Pennell, and Stanley Lemeshow
published 2020 · Biometrics · 3 citations
Prediction‐Oriented Model Selection in Partial Least Squares Path Modeling
published 2018 · Decision Sciences · 262 citations
with Pratyush Nidhi Sharma, Marko Sarstedt, Nicholas P. Danks, Soumya Ray
Note of correction: “Conjugate Analysis of the Conway-Maxwell-Poisson Distribution”
published 2018 · Bayesian Analysis
with Joseph B. Kadane, Thomas P. Minka, Sharad Borle, Peter Boatwright
Efficient estimation of COM–Poisson regression and a generalized additive model
published 2017 · Computational Statistics & Data Analysis · 33 citations · first circulated 2016
with Suneel Babu Chatla
The Forest or the Trees? Tackling Simpson's Paradox with Classification Trees
published 2017 · Production and Operations Management · 23 citations
with Inbal Yahav
Reply
published 2017 · The American Statistician
with Kimberly F. Sellers, Darcy Steeg Morris, Zhu Li
An Extensive Examination of Regression Models with a Binary Outcome Variable
published 2017 · Journal of the Association for Information Systems · 35 citations
with Suneel Babu Chatla
A Tree-Based Approach for Addressing Self-Selection in Impact Studies with Big Data1
published 2016 · MIS Quarterly · 39 citations
with Inbal Yahav, Deepa Mani
Bridging the Gap: A Generalized Stochastic Process for Count Data
published 2016 · The American Statistician · 16 citations · first circulated 2014
with Li Zhu, Kimberly F. Sellers, Darcy Steeg Morris
Rejoinder
published 2016 · Quality Engineering
Rejoinder to “Analyzing Behavioral Big Data: Methodological, practical, ethical, and moral issues”
published 2016 · Quality Engineering · 24 citations
The elephant in the room: Predictive performance of PLS models
published 2016 · Journal of Business Research · 1638 citations · first circulated 2015
with Soumya Ray, Juan Manuel Velasquez Estrada, Suneel Babu Chatla, J. Estrada
Helping authors and reviewers ask the right questions: The InfoQ framework for reviewing applied research
published 2016 · Statistical Journal of the IAOS · 11 citations
with Ron S. Kenett
One-Way Mirrors in Online Dating: A Randomized Field Experiment
published 2016 · Management Science · 128 citations · first circulated 2013
with Ravi Bapna, Jui Ramaprasad, Akhmed Umyarov
A special issue on: Actual impact and future perspectives on stochastic modelling in business and industry
published 2015 · Applied Stochastic Models in Business and Industry · 5 citations
with Ron S. Kenett
Models for Bid Arrivals and Bidder Arrivals in Online Auctions
published 2014 · Wiley StatsRef: Statistics Reference Online · 2 citations · first circulated 2005
with Ralph P. Russo, Nariankadu D. Shyamalkumar, Wolfgang Jank
Modeling Bimodal Discrete Data Using Conway-Maxwell-Poisson Mixture Models
published 2014 · Journal of Business and Economic Statistics · 26 citations · first circulated 2013
Directionally Sensitive Multivariate Control Charts in Practice: Application to Biosurveillance
published 2013 · Quality and Reliability Engineering International · 9 citations · first circulated 2007
with Inbal Yahav
Outcomes matter: estimating pre-transplant survival rates of kidney-transplant patients using simulator-based propensity scores
published 2013 · Annals of Operations Research · 7 citations · first circulated 2011
with Inbal Yahav
Research Commentary —Too Big to Fail: Large Samples and the p -Value Problem
published 2013 · Information Systems Research · 966 citations
with Mingfeng Lin, Henry C. Lucas
On Information Quality
published 2013 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 118 citations · first circulated 2011
with Ron S. Kenett
Rejoinder: The COM‐Poisson Model for count data: A survey of methods and applications
published 2011 · Applied Stochastic Models in Business and Industry · 218 citations
with Kimberly F. Sellers, Sharad Borle
Maximizing bidder surplus in simultaneous online art auctions via dynamic forecasting
published 2011 · International Journal of Forecasting · 10 citations
with Mayukh Dass, Wolfgang Jank
On generating multivariate Poisson data in management science applications
published 2011 · Applied Stochastic Models in Business and Industry · 80 citations · first circulated 2009
with Inbal Yahav
Statistical Challenges Facing Early Outbreak Detection in Biosurveillance
published 2010 · Technometrics · 192 citations
with Howard Burkom
Real-time forecasting of online auctions via functional K -nearest neighbors
published 2009 · International Journal of Forecasting · 28 citations
with Shu Zhang, Wolfgang Jank
How does improved forecasting benefit detection? An application to biosurveillance
published 2008 · International Journal of Forecasting · 7 citations
with Thomas Lotze
Modeling Price Dynamics in eBay Auctions Using Differential Equations
published 2008 · Journal of the American Statistical Association · 32 citations · first circulated 2006
with Shanshan Wang, Wolfgang Jank, Paul J. Smith, Paul Smith
Consumer Surplus in Online Auctions
published 2008 · Information Systems Research · 113 citations · first circulated 2005
with Ravi Bapna, Wolfgang Jank
Explaining and Forecasting Online Auction Prices and Their Dynamics Using Functional Data Analysis
published 2008 · Journal of Business and Economic Statistics · 130 citations
with Shanshan Wang, Wolfgang Jank
Transformations for semi-continuous data
published 2008 · Computational Statistics & Data Analysis · 4 citations · first circulated 2006
with Wolfgang Jank, Valerie Hyde
Price formation and its dynamics in online auctions
published 2007 · Decision Support Systems · 99 citations · first circulated 2004
with Ravi Bapna, Wolfgang Jank
Investigating Concurrency in Online Auctions Through Visualization
published 2006 · The American Statistician · 32 citations
with Valerie Hyde, Wolfgang Jank
Conjugate analysis of the Conway-Maxwell-Poisson distribution
published 2006 · Bayesian Analysis · 100 citations
with Peter Boatwright, Sharad Borle, Joseph B. Kadane, Thomas P. Minka
Exploring auction databases through interactive visualization
published 2006 · Decision Support Systems · 30 citations
with Wolfgang Jank, Aleks Aris, Catherine Plaisant, Ben Shneiderman
A Bayesian dynamics model for influenza surveillance
published 2006 · Statistics in Medicine · 1 citations
with Stephen E. Fienberg
The Effect of Product Assortment Changes on Customer Retention
published 2005 · Marketing Science · 232 citations
with Sharad Borle, Peter Boatwright, Joseph B. Kadane, Joseph C. Nunes
Visualizing Online Auctions
published 2005 · Journal of Computational and Graphical Statistics · 56 citations
with Wolfgang Jank
Statistical issues and challenges associated with rapid detection of bio‐terrorist attacks
published 2005 · Statistics in Medicine · 82 citations
with Stephen E. Fienberg
A unified Markov chain approach for computing the run length distribution in control charts with simple or compound rules
published 2003 · Statistics & Probability Letters · 48 citations
with James C. Fu, Y. M. Chang
Run-Length Distribution for Control Charts with Runs and Scans Rules
published 2003 · Communication in Statistics-Theory and Methods · 65 citations
with Ayala Cohen
Run-Related Probability Functions Applied to Sampling Inspection
published 2000 · Technometrics · 44 citations
with Ayala Cohen
Analysis and Display of Hierarchical Life-Time Data
published 1999 · The American Statistician · 19 citations
with Ayala Cohen
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