Under review
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Regenwetter, M., Smeulders, B., Davis-Stober, C. P., Fields, B., & Wang, C. (under review). Correspondence: Rational mate choice in fruit flies? A re-analysis.
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Merkle, E. C., Saw, G., & Davis-Stober, C. P. (under review). Beating the average forecast: Regularization based on forecaster attributes.
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In press
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Hatz, L., Park, S., McCarty, K. N., McCarthy, D. M., & Davis-Stober, C. P. (in press). Young adults make rational sexual decisions. Psychological Science.
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Kellen, D., Steiner, M., Davis-Stober, C. P., & Pappas, N. (in press). Modeling choice paradoxes under risk: From prospect theories to sampling-based accounts. Cognitive Psychology.
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McCausland, W. J., Davis-Stober, C. P., Marley, A. A. J., Park, S., & Brown, N. (in press). Testing the random utility hypothesis directly. The Economic Journal.
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2019
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Davis-Stober, C. P., & Regenwetter, M. (2019). The 'paradox' of converging evidence. Psychological Review 126, 865-879.
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Park, S., Davis-Stober, C. P., Synder, H., Messner, W., & Regenwetter, M. (2019). Cognitive aging and tests of rationality. The Spanish Journal of Psychology.
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Brusco, M. J., Steinley, D., Hoffman, M., Davis-Stober, C. P., & Wasserman, S. W. (2019). On Ising models and algorithms for the construction of symptom networks in psychopathological research. Psychological Methods, 24, 735-753.
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Rouder, J. N., Haaf, J. M., Davis-Stober, C. P., & Hilgard, J. (2019). Beyond overall effects: A Bayesian approach to finding constraints across a collection of studies in meta-analysis. Psychological Methods, 24, 606-621.
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Zhao, W. J., Davis-Stober, C. P., & Bhatia, S. (2019). Optimal cue aggregation in the absence of criterion knowledge. Journal of Behavioral Decision Making, 32, 415-430.
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Davis-Stober, C. P., McCarthy, D., Cavagnaro, D. R., Price, M., Brown, N., & Park, S. (2019). Is cognitive impairment related to violations of rationality? An alcohol intoxication study testing transitivity of preference. Decision, 6, 134-144.
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Davis-Stober, C. P., McCarty, K. N., & McCarthy, D. M. (2019). Risky decision making under alcohol intoxication: Health policy implications. Policy Insights from the Brain and Behavioral Sciences, 6, 64-71.
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Segert, S., & Davis-Stober, C. P. (2019). A general approach to prior adjustment. Journal of Mathematical Psychology, 91, 103-118.
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Heck, D. W., & Davis-Stober, C. P. (2019). Multinomial models with linear inequality constraints: Overview and improvements of computational methods for Bayesian inference. Journal of Mathematical Psychology, 91, 70-87.
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2018
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Cavagnaro, D. R., & Davis-Stober, C. P. (2018). A model-based test for treatment effects with probabilistic classifications. Psychological Methods, 23, 672-689.
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Davis-Stober, C. P., Dana, J., & Rouder, J. (2018). Estimation accuracy in the psychological sciences. PLoS ONE, 13, e0207239.
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Davis-Stober, C. P., Doignon, J.-P., Fiorini, S., Glineur, F., & Regenwetter, M. (2018). Extended formulations for order polytopes through network flows. Journal of Mathematical Psychology, 87, 1-10. *Authors ordered alphabetically.
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Smeulders, B., Davis-Stober, C. P., Regenwetter, M., & Spieksma, F. C. R. (2018). Testing probabilistic models of choice using column generation. Computers & Operations Research, 95, 32-43.
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Regenwetter, M., & Davis-Stober, C. P. (2018). The role of independence and stationarity in probabilistic models of binary choice. Journal of Behavioral Decision Making, 31, 100-114.
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Brown, N., Park, S., Steinley, D., & Davis-Stober, C. P. (2018). Modeling between-subject variability in decision strategies via statistical clustering: A p-median approach. Journal of Behavioral Decision Making, 31, 250-264.
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2017
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Kellen, D., Mata, R., & Davis-Stober, C. P. (2017). Individual classification of strong risk attitudes: An application across lottery types and age groups. Psychonomic Bulletin & Review, 24, 1341-1349.
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Davis-Stober, C. P., Brown, N., Park, S., & Regenwetter, M. (2017). Recasting a biologically motivated computational model within a Fechnerian and random utility framework. Journal of Mathematical Psychology, 11, 156-164.
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Zhao, J. W., Bhatia, S., & Davis-Stober, C. P. (2017). Low dimensional representations in multi-cue judgment. Proceedings of the 39th Annual Meeting of the Cognitive Science Society.
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2016
Marley, A. A. J., Davis-Stober, C. P., & Steingrimsson, R. (2016). Editors' forward for the special issue in honor of R. Duncan Luce. Journal of Mathematical Psychology, 75, 1-2.
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Davis-Stober, C. P., Park, S., Brown, N., & Regenwetter, M. (2016). Reported violations of rationality may be aggregation artifacts. Proceedings of the National Academy of Sciences of the United States of America, 113, E4761-E4763.
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Tierney, W., et al. (82 authors). (2016). Data from a pre-publication independent replication initiative examining ten moral judgement effects. Scientific Data, 3, article number: 160082.
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Davis-Stober, C. P., Morey, R. D., Gretton, M., & Heathcote, A. (2016). Bayes factors for state-trace analysis. Journal of Mathematical Psychology, 72, 116-129.
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Schweinsburg, M., et al. (81 authors). (2016). The pipeline project: Pre-publication independent replications of a single laboratory's research pipeline. Journal of Experimental Social Psychology, 66, 55-67.
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Dana, J., & Davis-Stober, C. P. (2016). Rational foundations for fast and frugal heuristics: An improper linear models approach. Minds and Machines, 26, 61-86.
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2015
Davis-Stober, C. P., Doignon, J.-P., & Suck, R. (2015). A note on the eigensystem of the covariance matrix of dichotomous Guttman items. Frontiers in Psychology, 6, 1767.
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Davis-Stober, C. P., Budescu, D. V., Dana, J., & Broomell, S. B. (2015). The composition of optimally wise crowds. Decision Analysis, 12, 130-143.
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Brown, N., Davis-Stober, C. P., & Regenwetter, M. (2015). From descriptive indices of intransitivity to quantitative assessments: A commentary on Kalenscher et al. (2010). Frontiers in Human Neuroscience, 9, 509.
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Davis-Stober, C. P., Brown, N., & Cavagnaro, D. R. (2015). Individual differences in the algebraic structure of preference. Journal of Mathematical Psychology, 66, 70-82.
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2014
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Cavagnaro, D.R., & Davis-Stober, C. P. (2014). Transitive in our preferences, but transitive in different ways: An analysis of choice variability. Decision, 1, 102-122.
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Davis-Stober, C. P., Budescu, D. V., Dana, J., & Broomell, S. B. (2014). When is a crowd wise? Decision, 1, 79-101.
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Davis-Stober, C. P., & Dana, J. (2014). Comparing the accuracy of experimental estimates to guessing: A new perspective on replication and the "crisis of confidence" in psychology. Behavior Research Methods, 46, 1-14. Awarded a Clifford T. Morgan Best Article Award from the Psychonomic Society.
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Regenwetter, M., Davis-Stober, C. P., Lim, S. H., Guo, Y., Popova, A., Zwilling, C., Cha, Y.-C., & Messner, W. (2014). QTEST: Quantitative Testing of theories of binary choice. Decision, 1, 2-34.
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2013
Davis-Stober, C. P., & Brown, N. (2013). Evaluating decision maker "type" under p-additive utility representations. Journal of Mathematical Psychology, 57, 320-328.
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2012
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Davis-Stober, C. P. (2012). A lexicographic semiorder polytope and probabilistic representations of choice. Journal of Mathematical Psychology, 56, 86-94.
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Regenwetter, M., & Davis-Stober, C. P. (2012). Choice variability versus structural inconsistency of preferences. Psychological Review, 119, 408-416.
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2011
Davis-Stober, C. P., & Brown, N. (2011). A shift in strategy or "error"? Strategy classification over multiple stochastic specifications. Judgment and Decision Making, 6, 800-813.
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Davis-Stober, C. P. (2011). A geometric analysis of when fixed weighting schemes will outperform ordinary least squares. Psychometrika, 76, 650-669.
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Regenwetter, M., Dana, J., Davis-Stober, C. P., & Guo, Y. (2011). Parsimonious testing of transitive or intransitive preferences: Reply to Birnbaum (2011). Psychological Review, 118, 684-688.
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Regenwetter, M., Dana, J., & Davis-Stober, C. P. (2011). Transitivity of preferences. Psychological Review, 118, 42-56. Awarded the Exeter Prize for Research in Experimental Economics, Decision Theory and Behavioral Economics.
Regenwetter, M., & Davis-Stober, C. P. (2011). Ternary paired comparisons induced by semi- or interval order preferences. In E. Dzhafarov, L. Perry (Eds.), Descriptive and normative approaches to human behavior. World Scientific.
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2010
Davis-Stober, C. P. (2010). A bijection between a set of lexicographic semiorders and pairs of non-crossing Dyck paths. Journal of Mathematical Psychology, 54, 471-474.
Davis-Stober, C. P., Dana, J., & Budescu, D. V. (2010). Why recognition is rational: Optimality results on single-variable decision rules. Judgment and Decision Making, 5, 216-229.
Davis-Stober, C. P., Dana, J., & Budescu, D. V. (2010). A constrained linear estimator for multiple regression. Psychometrika, 75, 521-541.
Regenwetter, M., Dana, J., & Davis-Stober, C. P. (2010). Testing transitivity of preferences on two-alternative forced choice data. Frontiers in Psychology, 1, 148.
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2004-2009
Davis-Stober, C. P. (2009). Multinomial models under linear inequality constraints: Applications to measurement theory. Journal of Mathematical Psychology, 53, 1-13. Awarded the R. Duncan Luce Outstanding Paper Award from the Journal of Mathematical Psychology.
Regenwetter, M., Grofman, B., Popova, A., Messner, W., Davis-Stober, C. P., & Cavagnaro, D. R. (2009). Behavioral social choice: A status report. Philosophical Transactions of the Royal Society of London B, 364, 833-843.
Regenwetter, M., & Davis-Stober, C. P. (2008). There are many models of transitive preference: A tutorial review and current perspective. In T. Kugler, J. C. Smith, T. Connolly, and Y. J. Son (Eds.), Decision modeling and behavior in uncertain and complex environments. New York: Springer.
Davis-Stober, C. P. (2008). Review of the book: The mathematics of behavior. Psychometrika, 73, 341.
Davis-Stober, C. P., Broomell, S., & Lorenz, F. (2006). Review of the book: Exploratory data analysis with Matlab. Psychometrika, 71, 107-108.
Rueda, M. R., Posner, M. I., Rothbart, M. K., & Davis-Stober, C. P. (2004). Development of the time course for processing conflict: An event-related potentials study with 4 year olds and adults. BioMed Central Neuroscience, 5, 39.