Published Publications

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

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2020

23.

Starns, Jeffrey J; Cataldo1, Andrea M; Rotello1, 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 Forthcoming

Advances in Methods and Practices in Psychological Science, Forthcoming.

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

2019

22.

Niklaus, Marcel; Singmann, Henrik; Oberauer, Klaus

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

Cognition, Forthcoming.

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 Inproceedings

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

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 Inproceedings

2019.

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 Journal Article

Psychonomic Bulletin & Review, 25 (6), pp. 2141–2174, 2018.

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 Journal Article

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

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 Journal Article

Decision, 5 (4), pp. 323-338, 2018.

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 Inproceedings

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

15.

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

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

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

14.

Baumann, Christiane; Singmann, Henrik; Kaxiras, Vassilios E; Gershman, Samuel; von Helversen, Bettina

Explaining Human Decision Making in Optimal Stopping Tasks Inproceedings

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.

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) Journal Article

Cortex, 96 , pp. 148-155, 2017.

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 Journal Article

Psychonomic Bulletin & Review, 23 (1), pp. 253-264, 2016.

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 Journal Article

Experimental Psychology, 62 (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

Journal of Mathematical Psychology, 64-65 (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

Journal of Memory and Language, 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

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

Frontiers in Psychology, 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

Frontiers in Psychology, 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

Psychological Review, 120 (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.

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

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

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

3.

Singmann, Henrik ; Kellen, David

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

Behavior Research Methods, 45 (2), pp. 560–575, 2013, ISSN: 1554-3528.

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 Journal Article

ADHD Attention Deficit and Hyperactivity Disorders, 5 (4), pp. 321–341, 2013, ISSN: 1866-6116, 1866-6647.

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. Journal Article

Psychological Review, 119 (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