Publications

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Bott, F. M., Kellen, D., & Klauer, K. C. (submitted). Normative accounts of illusory correlations.

Kellen, D., Winiger, S., Dunn, J. C.,  & Singmann, H. (submitted). Testing the Foundations of Signal Detection Theory in Recognition Memory.

Kellen, D., Davis-Stober, C. P., & Segert, S. (under revision). Comment on Regenwetter & Robinson (in press): Probabilistic error-free models are also subject to logical fallacies

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Kellen, D., Davis-Stober, C. P., Dunn, J. C., & Kalish, M. L. (submitted). The Problem of Coordination and the Pursuit of Structural Constraints in Psycholog. Perspectives in Psychological Science.

Winiger, S., Singmann, H., & Kellen, D. (in press). Bias in Confidence: A critical test for discrete-state models of visual working memory. Journal of Experimental Psychology: Learning,, Memory, and Cognition.

Kellen, D. & Klauer, K. C. (in press). Modeling the Wason Selection Task: A Response to Ragni and Johnson-Laird (2020). Computational Brain and Behavior.

Kellen D. & Klauer, K. C. (in press) Selecting Amongst Multinomial Models: An Apologia for Normalized-Maximum Likelihood. Journal of Mathematical Psychology.

Kellen, D., Steiner, M. D., Davis-Stober, C. P., & Pappas, N. R. (in press). Modeling Choice Paradoxes Under Risk: From Prospect Theories to Sampling-Based Accounts. Cognitive Psychology.

Szollosi, A., Kellen, D., Navarro, D. J., Shiffrin, R., van Rooij, I., Van Zandt, T. & Donkin, C. (in press). Is preregistration worthwhile? Trends in Cognitive Sciences.

Kellen, D. (in press). A Model Hierarchy for Psychological Science. Computational Brain and Behavior.

Kellen, D. & Klauer, K. C. (in press). Comparing Theories of Selection Tasks: A Critical Assessment of Boundaries and Benchmarks. Computational Brain and Behavior.

Wilson, J. H., Kellen, D., & Criss, A. H. (in press). The role of a recovery filter in output interference in cued recall. Memory & Cognition.

Starns, J. J. et al.[+47 authors] (in press). Assessing theoretical conclusions with blinded inference to investigate a potential inference crisis. Advances in Methods and Practices in Psychological Science.

Martens, B. K., Young, N. D., Mullane, M. P., Baxter, E. L., Sallade, S. J., Kellen, D., Long, S. J., Sullivan, W. E., Womack, A. J., & Underberg, J. (in press). Effects of Word Overlap on Generalized Gains from a Repeated Readings Intervention.

Skovgaard-Olsen, N., Kellen, D., Hahn, U., & Klauer, K. C. (in press). Norm conflicts and conditionals. Psychological Review.

Boehm et al. [+17 authors] (in press). Estimating Between-Trial Variability Parameters of the Diffusion Decision Model: Expert Advice and Recommendations. Journal of Mathematical Psychology.

Kellen, D., Singmann, H., Chen, S., & Winiger, S. (2018). Assumption Violations in Forced-Choice Recognition Judgments: Implications from the Area Theorem. In C. Kalish, M. Rau, J. Zhu, & T. T. Rogers (Eds.), Proceedings of the 40th Annual Conference of the Cognitive Science Society. Madison, WI: Cognitive Science Society.

Winiger, S., Singmann, H., & Kellen, D. (2018). Measuring Belief Bias with Ternary Response Sets. In C. Kalish, M. Rau, J. Zhu, & T. T. Rogers (Eds.), Proceedings of the 40th Annual Conference of the Cognitive Science Society. Madison, WI: Cognitive Science Society.

Singmann, H., Kellen, D., Mizrak, E., & Oztekin, I. (2018). Using Ensembles of Cognitive Models to Answer Substantive Questions. In C. Kalish, M. Rau, J. Zhu, & T. T. Rogers (Eds.), Proceedings of the 40th Annual Conference of the Cognitive Science Society. Madison, WI: Cognitive Science Society.

Trippas, D., Kellen, D., Singmann, H., Pennycook, G., Fugelsang, J., Koehler, D., & Dube, C. (in press). Characterizing Belief Bias in Syllogistic Reasoning: A Hierarchical-Bayesian Meta-Analysis of ROC Data. Psychonomic Bulletin & Review.

Spektor, M. S., Kellen, D., & Hotaling, J. M. (in press). When the Good Looks Bad: An Experimental Exploration of the Repulsion Effect. Psychological Science.

Spektor, M. S. & Kellen, D. (in press). The Relative Merit of Empirical Priors in Non-Identifiable and Sloppy Models: Applications to Models of Learning and Decision Making. Psychonomic Bulletin & Review.

Klauer, K. C., & Kellen, D. (in press). RT-MPTs: Process Models for Response-Time Distributions Based on Multinomial Processing Trees with Applications to Recognition Memory. Journal of Mathematical Psychology.

Skovgaard-Olsen, N., Kellen, D., Krall, H., & Klauer K. C. (in press). Relevance differently affects the truth, acceptability, and probability evaluations of ‘and’, ‘but’, ‘therefore’, and ‘if then’. Thinking & Reasoning.

Singmann, H., & Kellen, D. (in press). An introduction to linear mixed modeling in experimental psychology. In D. H. Spieler & E. Schumacher (Eds.), New Methods in Neuroscience and Cognitive Psychology. Psychology Press.

Kellen, D., Singmann, H., & Batchelder, W. H. (in press). A Classic-Probability Account of Mirrored (Quantum-Like) Order Effects in Human Judgments. Decision

Kellen, D., & Singmann, H. (in press). Memory Representations, Tree Structures, and Parameter Polysemy: Comment on Cooper, Greve, & Hutchinson (2017). Cortex

Skovgaard-Olsen, N., Kellen, D., Hahn, U., & Klauer, K. C. (2017). Conditionals, Individual Variation, and the Scorekeeping Task. In M. Gunzelmann, A. Howes, T. Tenbrink. & E. Davelaar (Eds.) Proceedings of the 39th Annual Meeting of the Cognitive Science Society. London,UK:Cognitive Science Society.

Kellen, D., Mata, R., & Davis-Stober. (2017). Individual Classification of Strong Risk Attitudes: An Application Across Lottery Types and Age Groups. Psychonomic Bulletin & Review, 24, 1341-1349.

Kellen, D., Pachur, T., & Hertwig, R. (2016). How (In)Variant Are Subjective Representations of Described and Experienced Risk and Rewards? Cognition, 157, 126-138.

Kellen, D., Erdfelder, E., Malmberg, K. J., Dube, C., & Criss, A. H. (2016). The Ignored Alternative: An Application of Luce’s Low-Threshold Model to Recognition Memory. Journal of Mathematical Psychology, 75, 86-95.

Kellen, D. & Klauer, K. C. (in press). Elementary Signal Detection and Threshold Theory. The Stevens’ Handbook of Experimental Psychology and Cognitive Neuroscience.

Kellen, D. & Singmann, H. (2016). ROC residuals in signal-detection models of recognition memory. Psychonomic Bulletin & Review, 23, 253-264.

Kellen, D. & Klauer, K. C. (2015). Signal detection and threshold modeling of confidence-rating ROCs: A critical test with minimal assumptions. Psychological Review, 122, 542-557.

Klauer, K. C. & Kellen, D. (2015). The Flexibility of Models of Recognition Memory: The Case of Confidence Ratings. Journal of Mathematical Psychology, 67, 8-25. [Online Supplement].

Klauer, K. C., Singmann, H., & Kellen, D. (2015). Parametric order constraints in Multinomial Processing Tree models: An extension of Knapp & Batchelder (2004). Journal of Mathematical Psychology, 64, 1-5.

Kellen, D., Singmann, H., Vogt, J., & Klauer, K. C. (2015). Further Evidence for Discrete-State Mediation in Recognition Memory. Experimental Psychology, 62, 40-53.

Kellen, D., Singmann, H., & Klauer K. C. (2014). Modeling Source Memory Overdistribution. Journal of Memory and Language, 76, 216-236.

Kellen, D., & Klauer, K. C. (2014). Discrete State and Continuous Models of Recognition Memory: Testing Core Properties under Minimal Assumptions. Journal of Experimental Psychology: Learning, Memory, and Cognition, 40, 1795-1804.

Castela, M., Kellen, D., Erdfelder, E.. & Hilbig, B. E. (2014). The impact of subjective recognition experiences on recognition heuristic use: A multinomial processing tree approach. Psychonomic Bulletin & Review, 21, 1131-1138.

Singmann, H. & Kellen, D. (2014). Concerns with the SDT Approach to Causal Conditional Reasoning: A Comment on Trippas, Handley, Verde, Roser, McNair, and Evans (in press). Frontiers in Psychology.

Singmann, H., Klauer, K. C., & Kellen, D. (2014). Claims of Intuitive Logic Revisited: New Data and a Bayesian Mixed-Model Comparison. PLOS ONE, 9, e94223.

Dittrich, K., Kellen, D., & Stahl, C. (2014). Analyzing distributional properties of interference effects across modalities: Chances and challenges. Psychological Research, 78, 387-399.

Bröder, A., Kellen, D., Schütz, J., & Rohrmeier, C. (2013). Validating a Two-High-Threshold Measurement Model for Confidence Rating Data in Recognition. Memory, 20, 916-944.

Pachur, T., & Kellen, D. (2013). Modeling Gain-Loss Asymmetries in Risky Choice: The Critical Role of Probability Weighting. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society.

Singmann, H., Kellen, D., & Klauer, K. C. (2013). Investigating the Other-Race Effect of Germans towards Turks and Arabs using Multinomial Processing Tree Models.  In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society.

Kellen, D., Klauer, K. C., & Singmann, H. (2013). On the Measurement of Criterion Noise in Signal Detection Theory: Reply to Benjamin (2013). Psychological Review, 120, 727-730.

Kellen, D., Klauer, K. C., & Bröder, A. (2013). Recognition Memory Models and Binary-Response ROCs: A Comparison by Minimum Description Length. Psychonomic Bulletin & Review, 20, 693-719.

Singmann, H., & Kellen, D.  (2013). MPTinR: Analysis of Multinomial Processing Tree models with R. Behavior Research Methods, 45, 560–575. [updated version]

Kellen, D., Klauer, K. C., & Singmann, H. (2012). On the measurement of criterion noise in Signal Detection Theory: The case of recognition memory. Psychological Review, 119, 457-479.

Klauer, K. C., & Kellen, D. (2012). The Law of Categorical Judgment (Corrected) extended: A note on Rosner and Kochanski (2009). Psychological Review, 119, 216-220.

Klauer, K. C., & Kellen, D. (2011). The flexibility of models of recognition memory: An analysis by the minimum-description length principle. Journal of Mathematical Psychology, 55, 430-450[2012  R. Duncan Luce Outstanding Paper Award]

Kellen, D., & Klauer, K. C. (2011). Evaluating models of recognition memory using first- and second-choice responses. Journal of Mathematical Psychology, 55, 251–266.

Klauer, K. C., & Kellen, D. (2011). Assessing the belief bias effect with ROCs: Reply to Dube, Rotello, and Heit (2010). Psychological Review, 118, 164-173.

Klauer, K. C., & Kellen, D. (2010). Toward a complete decision model of item and source recognition: A discrete-state approach. Psychonomic Bulletin & Review, 17, 465-478.

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