Peer Reviewed Publications

The raw data and analysis scripts are available for many papers, at least for those papers where I was first author. Just click on “Links”.

Citation information can be found at my Google Scholar profile.

Submitted manuscripts (i.e., under review or in revision)

Foster, K. & Singmann, H. (in revision). Another Approximation of the First-Passage Time Densities for the Ratcliff Diffusion Decision Model.

Winiger, S., Singmann, H., & Kellen, D. (in revision). Violations of Conditional Independence in Mixed-State Models of Visual Working Memory.

Rey-Mermet, A.,  Singmann, H., Oberauer, K. (in revision). Neither measurement error nor speed-accuracy trade-offs explain the difficulty of establishing attentional control as a psychometric construct: Evidence from a latent-variable analysis using diffusion modeling.

Publications

Note: Publications “in press” are displayed as published in the upcoming year.

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2021

26. Kellen, David; Winiger, Samuel; Dunn, John; Singmann, Henrik: Testing the Foundations of Signal Detection Theory in Recognition Memory.. In: Psychological Review, vol. 128, iss. 6, no. 1022-1050, 2021. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, Recognition memory, Signal detection)
25. Winiger, Samuel; Singmann, Henrik; Kellen, David: Bias in Confidence: A critical test for discrete-state models of visual working memory.. In: Journal of Experimental Psychology: Learning, Memory, and Cognition, vol. 47, no. 3, pp. 387-401, 2021. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, memory, MPT models, Recognition memory, Signal detection)

2020

24. Baumann, Chrisitiane; Singmann, Henrik; Gershman, Samuel; von Helversen, Bettina: A Linear Threshold Model for Optimal Stopping Behavior. In: Proceedings of the National Academy of Sciences, vol. 117, no. 23, pp. 12750-12755, 2020. (Type: Journal Article | Links | BibTeX | Tags: Decision Making, hierarchical-Bayesian modeling, mathematical modeling, measurement models)

2019

23. Starns, Jeffrey J.; Cataldo, Andrea M.; Rotello, Caren M.; Annis, Jeffrey; Aschenbrenner, Andrew; Bröder, Arndt; Cox, Gregory; Criss, Amy; Curl, Ryan A.; Dobbins, Ian G.; Dunn, John; Enam, Tasnuva; Evans, Nathan J.; Farrell, Simon; Fraundorf, Scott H.; Gronlund, Scott D.; Heathcote, Andrew; Heck, Daniel W.; Hicks, Jason L.; Huff, Mark J.; Kellen, David; Key, Kylie N.; Kilic, Asli; Klauer, Karl Christoph; Kraemer, Kyle R.; Leite, Fábio P.; Lloyd, Marianne E.; Malejka, Simone; Mason, Alice; McAdoo, Ryan M.; McDonough, Ian M.; Michael, Robert B.; Mickes, Laura; Mizrak, Eda; Morgan, David P.; Mueller, Shane T.; Osth, Adam; Reynolds, Angus; Seale-Carlisle, Travis M.; Singmann, Henrik; Sloane, Jennifer F.; Smith, Andrew M.; Tillman, Gabriel; van Ravenzwaaij, Don; Weidemann, Christoph T.; Wells, Gary L.; White, Corey N.; Wilson, Jack: Assessing theoretical conclusions with blinded inference to investigate a potential inference crisis. In: Advances in Methods and Practices in Psychological Science, vol. 2, no. 4, pp. 335-349, 2019. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, memory, model selection, Recognition memory)
22. Niklaus, Marcel; Singmann, Henrik; Oberauer, Klaus: Two Distinct Mechanisms of Selection in Working Memory: Additive Last-Item and Retro-Cue Benefits. In: Cognition, vol. 183, pp. 282-302, 2019. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, Signal detection, working memory)
21. Kominsky, Jonathan F.; Gerstenberg, Tobias; Pelz, Madeline; Sheskin, Mark; Singmann, Henrik; Schulz, Laura; Keil, Frank C.: The trajectory of counterfactual simulation in development. In: Proceedings of the 41st Annual Conference of the Cognitive Science Society, 2019. (Type: Inproceedings | Links | BibTeX | Tags: causal reasoning, development, mathematical modeling, measurement models, MPT models)
20. Eva, Ben; Hartmann, Stephan; Singmann, Henrik: A New Probabilistic Explanation of the Modus Ponens-Modus Tollens Asymmetry . In: 2019. (Type: Inproceedings | Links | BibTeX | Tags: Conditional reasoning, mathematical modeling, new paradigm psychology of reasoning, Probabilistic reasoning)

2018

19. Trippas, Dries; Kellen, David; Singmann, Henrik; Pennycook, Gordon; Koehler, Derek J.; Fugelsang, Jonathan A.; Dubé, Chad: Characterizing Belief Bias in Syllogistic Reasoning: A Hierarchical-Bayesian Meta-Analysis of ROC Data. In: Psychonomic Bulletin & Review, vol. 25, no. 6, pp. 2141–2174, 2018. (Type: Journal Article | Links | BibTeX | Tags: hierarchical-Bayesian modeling, mathematical modeling, measurement models, Meta Analysis, Reasoning, Signal detection, syllogistic reasoning)
18. Boehm, Udo; Annis, Jeff; Frank, Michael; Hawkins, Guy; Heathcote, Andrew; Kellen, David; Krypotos, Angelos-Miltiadis; Lerche, Veronika; Logan, Gordon D; Palmeri, Thomas; van Ravenzwaaij, Don; Servant, Mathieu; Singmann, Henrik; Starns, Jeffrey; Voss, Andreas; Wiecki, Thomas; Matzke, Dora; Wagenmakers, Eric-Jan: Estimating Across-Trial Variability Parameters of the Diffusion Decision Model: Expert Advice and Recommendations. In: Journal of Mathematical Psychology, vol. 87, pp. 46-75, 2018. (Type: Journal Article | Abstract | Links | BibTeX | Tags: Diffusion model, mathematical modeling, measurement models, Software)
17. Kellen, David; Singmann, Henrik; Batchelder, William H.: Classic-Probability Accounts of Mirrored (Quantum-Like) Order Effects in Human Judgments. In: Decision, vol. 5, no. 4, pp. 323-338, 2018. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, quantum cognition)
16. Singmann, Henrik; Kellen, David; Mizrak, Eda; Öztekin, Ilke: Using Ensembles of Cognitive Models to Answer Substantive Questions. In: Rogers, Tim; Rau, Marina; Zhu, Jerry; Kalish, Chuck (Ed.): Proceedings of the 40th Annual Conference of the Cognitive Science Society, pp. 1070–1075, Austin TX: Cognitive Science Society, 2018. (Type: Inproceedings | Links | BibTeX | Tags: hierarchical-Bayesian modeling, mathematical modeling, measurement models, model selection)
15. Kellen, David; Singmann, Henrik; Chen, Sharon; Winiger, Samuel: Assumption Violations in Forced-Choice Recognition Judgments: Implications from the Area Theorem. In: Rogers, Tim; Rau, Marina; Zhu, Jerry; Kalish, Chuck (Ed.): Proceedings of the 40th Annual Conference of the Cognitive Science Society, pp. 598–603, Austin TX: Cognitive Science Societ, 2018. (Type: Inproceedings | Links | BibTeX | Tags: mathematical modeling, measurement models, Recognition memory, Signal detection)
14. Baumann, Christiane; Singmann, Henrik; Kaxiras, Vassilios E; Gershman, Samuel; von Helversen, Bettina: Explaining Human Decision Making in Optimal Stopping Tasks. In: Rogers, Tim; Rau, Marina; Zhu, Jerry; Kalish, Chuck (Ed.): Proceedings of the 40th Annual Conference of the Cognitive Science Society, pp. 1343–1348, Austin TX: Cognitive Science Society, 2018. (Type: Inproceedings | Links | BibTeX | Tags: Decision Making, mathematical modeling, optimal stopping)

2017

13. Kellen, David; Singmann, Henrik: Memory Representations, Tree Structures, and Parameter Polysemy: Comment on Cooper, Greve, and Henson (2017). In: Cortex, vol. 96, pp. 148-155, 2017. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, MPT models, source memory)

2016

12. Kellen, David; Singmann, Henrik: ROC Residuals in Signal-Detection Models of Recognition Memory. In: Psychonomic Bulletin & Review, vol. 23, no. 1, pp. 253-264, 2016. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, memory, mixed models, R, Signal detection)

2015

11. Kellen, David; Singmann, Henrik; Vogt, Jan; Klauer, Karl Christoph: Further Evidence for Discrete-State Mediation in Recognition Memory. In: Experimental Psychology, vol. 62, no. 1, pp. 40-53, 2015. (Type: Journal Article | Links | BibTeX | Tags: discrete states, mathematical modeling, measurement models, memory, MPT models, Recognition memory, Signal detection)
10. Klauer, Karl Christoph; Singmann, Henrik; Kellen, David: Parametric Order Constraints in Multinomial Processing Tree Models: An Extension of Knapp and Batchelder (2004). In: Journal of Mathematical Psychology, vol. 64-65, no. 1-7, 2015. (Type: Journal Article | Links | BibTeX | Tags: mathematical modeling, measurement models, MPT models, R)

2014

9. Kellen, David; Singmann, Henrik; Klauer, Karl Christoph: Modeling source-memory overdistribution. In: Journal of Memory and Language, vol. 76, pp. 216–236, 2014. (Type: Journal Article | Links | BibTeX | Tags: Familiarity, hierarchical-Bayesian modeling, mathematical modeling, measurement models, memory, MPT models, overdistribution, source memory)
8. Ragni, Marco; Singmann, Henrik; Steinlein, Eva-Maria: Theory Comparison for Generalized Quantifiers. In: Bello, Paul; Guarini, Marcello; McShane, Marjorie; Scassellati, Brian (Ed.): Proceedings of the 36th Annual Conference of the Cognitive Science Society, pp. 1330–1335, Austin, TX: Cognitive Science Society, 2014. (Type: Inproceedings | Links | BibTeX | Tags: logical thinking, mathematical modeling, measurement models, MPT models, Reasoning, syllogistic reasoning)
7. Singmann, Henrik; Kellen, David: Concerns with the SDT approach to causal conditional reasoning: a comment on Trippas, Handley, Verde, Roser, McNair, and Evans (2014). In: Frontiers in Psychology, vol. 5, pp. 402, 2014. (Type: Journal Article | Links | BibTeX | Tags: Belief bias, Conditional reasoning, mathematical modeling, measurement models, model identifiability, Reasoning, Signal detection, syllogistic reasoning)
6. Singmann, Henrik; Klauer, Karl Christoph; Over, David E.: New normative standards of conditional reasoning and the dual-source model. In: Frontiers in Psychology, vol. 5, pp. 316, 2014, (winner of best student paper award of DFG priority programm "New frameworks of rationality"). (Type: Journal Article | Links | BibTeX | Tags: coherence, Conditional reasoning, dual-source model, mathematical modeling, measurement models, mixed models, new paradigm psychology of reasoning, p-validity, Probabilistic reasoning, rationality, Reasoning)

2013

5. Kellen, David; Klauer, Karl Christoph; Singmann, Henrik: On the measurement of criterion noise in signal detection theory: Reply to Benjamin (2013). In: Psychological Review, vol. 120, no. 3, pp. 727–730, 2013, ISSN: 0033-295X. (Type: Journal Article | Links | BibTeX | Tags: criterion noise, decision noise, mathematical modeling, measurement models, memory, Recognition memory, response criteria, Signal detection)
4. Singmann, Henrik; Kellen, David; Klauer, Karl Christoph: Investigating the Other-Race Effect of Germans towards Turks and Arabs using Multinomial Processing Tree Models. In: Knauff, Markus; Pauen, M.; Sebanz, N.; Wachsmuth, I. (Ed.): Proceedings of the 35th Annual Conference of the Cognitive Science Society, pp. 1330–1335, Austin, TX: Cognitive Science Society, 2013. (Type: Inproceedings | Links | BibTeX | Tags: mathematical modeling, measurement models, memory, MPT models, other-race effect, Recognition memory)
3. Singmann, Henrik; Kellen, David: MPTinR: Analysis of multinomial processing tree models in R. In: Behavior Research Methods, vol. 45, no. 2, pp. 560–575, 2013, ISSN: 1554-3528. (Type: Journal Article | Links | BibTeX | Tags: Fisher information, mathematical modeling, measurement models, MPT models, R, Software)
2. Merkt, Julia; Singmann, Henrik; Bodenburg, Sebastian; Goossens-Merkt, Heinrich; Kappes, Andreas; Wendt, Mike; Gawrilow, Caterina: Flanker performance in female college students with ADHD: a diffusion model analysis. In: ADHD Attention Deficit and Hyperactivity Disorders, vol. 5, no. 4, pp. 321–341, 2013, ISSN: 1866-6116, 1866-6647. (Type: Journal Article | Links | BibTeX | Tags: ADHD, Diffusion model, Flanker task, mathematical modeling, measurement models)

2012

1. Kellen, David; Klauer, Karl Christoph; Singmann, Henrik: On the measurement of criterion noise in signal detection theory: The case of recognition memory.. In: Psychological Review, vol. 119, no. 3, pp. 457–479, 2012, ISSN: 1939-1471, 0033-295X. (Type: Journal Article | Links | BibTeX | Tags: criterion noise, decision noise, mathematical modeling, measurement models, memory, Recognition memory, response criteria, Signal detection)

Other up-to-date lists of my publications can be found at my Google Scholar profile (which contains citation information), my ReseachGate profile, or my ORCID profile (can be a little outdated).