Published Publications

Note: Publications “in press” are displayed as published in year 3999.

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2021

28.

Kominsky, Jonathan; Gerstenberg, Tobias; Pelz, Madeline; Sheskin, Mark; Singmann, Henrik; Schulz, Laura; Keil, Frank C.

The trajectory of counterfactual simulation in development Journal Article

In: Developmental Psychology, vol. 57, no. 2, pp. 253-268, 2021.

Links | BibTeX | Tags: causality, measurement models, MPT models, Reasoning

27.

Winiger, Samuel; Singmann, Henrik; Kellen, David

Bias in Confidence: A critical test for discrete-state models of visual working memory. Journal Article

In: Journal of Experimental Psychology: Learning, Memory, and Cognition, vol. 47, no. 3, pp. 387-401, 2021.

Links | BibTeX | Tags: mathematical modeling, measurement models, memory, MPT models, Recognition memory, Signal detection

2020

26.

Baumann, Chrisitiane; Singmann, Henrik; Gershman, Samuel; von Helversen, Bettina

A Linear Threshold Model for Optimal Stopping Behavior Journal Article

In: Proceedings of the National Academy of Sciences, vol. 117, no. 23, pp. 12750-12755, 2020.

Links | BibTeX | Tags: Decision Making, hierarchical-Bayesian modeling, mathematical modeling, measurement models

2019

25.

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 Journal Article

In: Advances in Methods and Practices in Psychological Science, vol. 2, no. 4, pp. 335-349, 2019.

Links | BibTeX | Tags: mathematical modeling, measurement models, memory, model selection, Recognition memory

24.

Niklaus, Marcel; Singmann, Henrik; Oberauer, Klaus

Two Distinct Mechanisms of Selection in Working Memory: Additive Last-Item and Retro-Cue Benefits Journal Article

In: Cognition, vol. 183, pp. 282-302, 2019.

Links | BibTeX | Tags: mathematical modeling, measurement models, Signal detection, working memory

23.

Kominsky, Jonathan F.; Gerstenberg, Tobias; Pelz, Madeline; Sheskin, Mark; Singmann, Henrik; Schulz, Laura; Keil, Frank C.

The trajectory of counterfactual simulation in development Inproceedings

In: Proceedings of the 41st Annual Conference of the Cognitive Science Society, 2019.

Links | BibTeX | Tags: causal reasoning, development, mathematical modeling, measurement models, MPT models

2018

22.

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 Journal Article

In: Psychonomic Bulletin & Review, vol. 25, no. 6, pp. 2141–2174, 2018.

Links | BibTeX | Tags: hierarchical-Bayesian modeling, mathematical modeling, measurement models, Meta Analysis, Reasoning, Signal detection, syllogistic reasoning

21.

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 Journal Article

In: Journal of Mathematical Psychology, vol. 87, pp. 46-75, 2018.

Abstract | Links | BibTeX | Tags: Diffusion model, mathematical modeling, measurement models, Software

20.

Kellen, David; Singmann, Henrik; Batchelder, William H.

Classic-Probability Accounts of Mirrored (Quantum-Like) Order Effects in Human Judgments Journal Article

In: Decision, vol. 5, no. 4, pp. 323-338, 2018.

Links | BibTeX | Tags: mathematical modeling, measurement models, quantum cognition

19.

Singmann, Henrik; Kellen, David; Mizrak, Eda; Öztekin, Ilke

Using Ensembles of Cognitive Models to Answer Substantive Questions Inproceedings

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.

Links | BibTeX | Tags: hierarchical-Bayesian modeling, mathematical modeling, measurement models, model selection

18.

Kellen, David; Singmann, Henrik; Chen, Sharon; Winiger, Samuel

Assumption Violations in Forced-Choice Recognition Judgments: Implications from the Area Theorem Inproceedings

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.

Links | BibTeX | Tags: mathematical modeling, measurement models, Recognition memory, Signal detection

17.

Winiger, Samuel; Singmann, Henrik; Kellen, David

Measuring Belief Bias with Ternary Response Sets Inproceedings

In: Rogers, Tim; Rau, Marina; Zhu, Jerry; Kalish, Chuck (Ed.): Proceedings of the 40th Annual Conference of the Cognitive Science Society, pp. 1171–1176, Austin TX: Cognitive Science Society, 2018.

Links | BibTeX | Tags: Belief bias, measurement models, MPT models, Reasoning, syllogistic reasoning

16.

Mizrak, Eda; Singmann, Henrik; Öztekin, Ilke

Forgetting Emotional Material in Working Memory Journal Article

In: Social Cognitive and Affective Neuroscience, vol. 13, no. 3, pp. 331–340, 2018.

Links | BibTeX | Tags: Diffusion model, emotion, measurement models, memory, neuro, working memory

2017

15.

Kellen, David; Singmann, Henrik

Memory Representations, Tree Structures, and Parameter Polysemy: Comment on Cooper, Greve, and Henson (2017) Journal Article

In: Cortex, vol. 96, pp. 148-155, 2017.

Links | BibTeX | Tags: mathematical modeling, measurement models, MPT models, source memory

2016

14.

Singmann, Henrik; Klauer, Karl Christoph; Beller, Sieghard

Probabilistic Conditional Reasoning: Disentangling Form and Content with the Dual-Source Model Journal Article

In: Cognitive Psychology, vol. 88, pp. 61-87, 2016.

Links | BibTeX | Tags: Conditional reasoning, Dual Process Models, measurement models, mixed models, new paradigm psychology of reasoning, Probabilistic reasoning

13.

Kellen, David; Singmann, Henrik

ROC Residuals in Signal-Detection Models of Recognition Memory Journal Article

In: Psychonomic Bulletin & Review, vol. 23, no. 1, pp. 253-264, 2016.

Links | BibTeX | Tags: mathematical modeling, measurement models, memory, mixed models, R, Signal detection

2015

12.

Beller, Sieghard; Singmann, Henrik; Hüther, Lisa; Bender, Andrea

Turn around to have a look? Spatial referencing in dorsal versus frontal settings in cross-linguistic comparison Journal Article

In: Frontiers in Psychology , vol. 6, no. 1283, 2015.

Links | BibTeX | Tags: frame of reference, measurement models, MPT models

11.

Kellen, David; Singmann, Henrik; Vogt, Jan; Klauer, Karl Christoph

Further Evidence for Discrete-State Mediation in Recognition Memory Journal Article

In: Experimental Psychology, vol. 62, no. 1, pp. 40-53, 2015.

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) Journal Article

In: Journal of Mathematical Psychology, vol. 64-65, no. 1-7, 2015.

Links | BibTeX | Tags: mathematical modeling, measurement models, MPT models, R

2014

9.

Kellen, David; Singmann, Henrik; Klauer, Karl Christoph

Modeling source-memory overdistribution Journal Article

In: Journal of Memory and Language, vol. 76, pp. 216–236, 2014.

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 Inproceedings

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.

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) Journal Article

In: Frontiers in Psychology, vol. 5, pp. 402, 2014.

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 Journal Article

In: Frontiers in Psychology, vol. 5, pp. 316, 2014, (winner of best student paper award of DFG priority programm "New frameworks of rationality").

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) Journal Article

In: Psychological Review, vol. 120, no. 3, pp. 727–730, 2013, ISSN: 0033-295X.

Links | BibTeX | Tags: criterion noise, decision noise, mathematical modeling, measurement models, memory, Recognition memory, response criteria, Signal detection

4.

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 Journal Article

In: ADHD Attention Deficit and Hyperactivity Disorders, vol. 5, no. 4, pp. 321–341, 2013, ISSN: 1866-6116, 1866-6647.

Links | BibTeX | Tags: ADHD, Diffusion model, Flanker task, mathematical modeling, measurement models

3.

Singmann, Henrik; Kellen, David; Klauer, Karl Christoph

Investigating the Other-Race Effect of Germans towards Turks and Arabs using Multinomial Processing Tree Models Inproceedings

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.

Links | BibTeX | Tags: mathematical modeling, measurement models, memory, MPT models, other-race effect, Recognition memory

2.

Singmann, Henrik; Kellen, David

MPTinR: Analysis of multinomial processing tree models in R Journal Article

In: Behavior Research Methods, vol. 45, no. 2, pp. 560–575, 2013, ISSN: 1554-3528.

Links | BibTeX | Tags: Fisher information, mathematical modeling, measurement models, MPT models, R, Software

2012

1.

Kellen, David; Klauer, Karl Christoph; Singmann, Henrik

On the measurement of criterion noise in signal detection theory: The case of recognition memory. Journal Article

In: Psychological Review, vol. 119, no. 3, pp. 457–479, 2012, ISSN: 1939-1471, 0033-295X.

Links | BibTeX | Tags: criterion noise, decision noise, mathematical modeling, measurement models, memory, Recognition memory, response criteria, Signal detection