Published Publications

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

2020

38.

Gronau, Quentin F; Singmann, Henrik; Wagenmakers, Eric-Jan

bridgesampling: An R Package for Estimating Normalizing Constants Journal Article Forthcoming

Journal of Statistical Software, Forthcoming.

Abstract | Links | BibTeX | Tags: hierarchical-Bayesian modeling, R, Software, Statistics - Computation

37.

Singmann, Henrik; Kellen, David

An introduction to linear mixed modeling in experimental psychology Incollection Forthcoming

New Methods in Neuroscience and Cognitive Psychology, Psychology Press, Forthcoming.

Links | BibTeX | Tags: mixed models, R, Statistics - Computation

2019

36.

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

2018

35.

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

34.

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

33.

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

32.

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

31.

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

30.

Winiger, Samuel; Singmann, Henrik; Kellen, David

Measuring Belief Bias with Ternary Response Sets Inproceedings

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

29.

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

28.

Bartsch, Lea; Singmann, Henrik; Oberauer, Klaus

The Effects of Refreshing and Elaboration on Working Memory Performance, and their Contributions to Long-Term Memory Formation Journal Article

Memory & Cognition, 46 (5), pp. 796-808, 2018.

Links | BibTeX | Tags: hierarchical-Bayesian modeling, working memory

27.

Markovits, Henry; Brisson, Janie; de Chantal, Pier-Luc; Singmann, Henrik

Multiple Layers of Information Processing in Deductive Reasoning: Combining Dual Strategy and Dual-Source Approaches to Reasoning Journal Article

Journal of Cognitive Psychology, 30 (4), pp. 394-405, 2018.

Links | BibTeX | Tags: Conditional reasoning, Probabilistic reasoning, Reasoning

26.

Douven, Igor; Elqayam, Shira; Singmann, Henrik; van Wijnbergen-Huitink, Janneke

Conditionals and Inferential Connections: A Hypothetical Inferential Theory Journal Article

Cognitive Psychology, 101 , pp. 50-81, 2018.

Links | BibTeX | Tags: Conditional reasoning, Reasoning

25.

Mizrak, Eda; Singmann, Henrik; Öztekin, Ilke

Forgetting Emotional Material in Working Memory Journal Article

Social Cognitive and Affective Neuroscience, 13 (3), pp. 331–340, 2018.

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

2017

24.

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

23.

Skovgaard-Olsen, Niels; Singmann, Henrik; Klauer, Karl Christoph

Relevance and Reason Relations Journal Article

Cognitive Science, 41 , pp. 1202-1215, 2017.

Links | BibTeX | Tags: Conditional reasoning, mixed models, new paradigm psychology of reasoning

2016

22.

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

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

Cognitive Psychology, 88 , pp. 61-87, 2016.

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

21.

Gauvrit, Nicolas; Singmann, Henrik; Soler-Toscano, Fernando; Zenil, Hector

Algorithmic complexity for psychology: A user-friendly implementation of the coding theorem method Journal Article

Behavior Research Methods, 48 , pp. 314-329, 2016.

Links | BibTeX | Tags: complexity, new paradigm psychology of reasoning, R, Software

20.

Hindriks, Frank; Douven, Igor; Singmann, Henrik

A New Angle on the Knobe Effect: Intentionality Correlates with Blame, not with Praise. Journal Article

Mind & Language, 31 (2), pp. 204-220, 2016.

Links | BibTeX | Tags: Intuition, Knobe Effect

19.

Skovgaard-Olsen, Niels; Singmann, Henrik; Klauer, Karl Christoph

The Relevance Effect and Conditionals Journal Article

Cognition, 150 , pp. 26-36, 2016.

Links | BibTeX | Tags: Conditional reasoning, mixed models, new paradigm psychology of reasoning, Probabilistic reasoning, Reasoning

18.

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

17.

Klauer, Karl Christoph; Singmann, Henrik

Does Global and Local Vision Have an Impact on Creative and Analytic Thought? Two Failed Replications Journal Article

PLoS ONE, 10 (10), pp. e0132885, 2015.

Links | BibTeX | Tags: Conditional reasoning, Deductive reasoning, global versus local processing, replication

16.

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

Frontiers in Psychology , 6 (1283), 2015.

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

15.

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

14.

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

13.

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

12.

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

11.

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

10.

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

Intuitive Logic Revisited: New Data and a Bayesian Mixed Model Meta-Analysis Journal Article

PLoS ONE, 9 (4), pp. e94223, 2014.

Links | BibTeX | Tags: Dual Process Models, Fluency, Intuition, Meta Analysis, Reasoning, replication, syllogistic reasoning

9.

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

8.

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

7.

Klauer, Karl Christoph ; Singmann, Henrik

Does logic feel good? Testing for intuitive detection of logicality in syllogistic reasoning Journal Article

Journal of Experimental Psychology: Learning, Memory, and Cognition, 39 (4), pp. 1265–1273, 2013, ISSN: 0278-7393.

Links | BibTeX | Tags: Dual Process Models, Fluency, Intuition, Reasoning, replication, syllogistic reasoning

6.

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

5.

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

4.

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

2012

3.

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

2.

Kappes, Andreas ; Singmann, Henrik ; Oettingen, Gabriele

Mental contrasting instigates goal pursuit by linking obstacles of reality with instrumental behavior Journal Article

Journal of Experimental Social Psychology, 48 (4), pp. 811–818, 2012, ISSN: 0022-1031.

Links | BibTeX | Tags: Goal-directed behaviour, Mental contrasting, Obstacle, Self-regulation

2011

1.

Singmann, Henrik ; Klauer, Karl Christoph

Deductive and inductive conditional inferences: Two modes of reasoning Journal Article

Thinking & Reasoning, 17 (3), pp. 247–281, 2011, ISSN: 1354-6783.

Links | BibTeX | Tags: Conditional reasoning, Deductive reasoning, Dual Process Models, new paradigm psychology of reasoning, Probabilistic reasoning, Reasoning, state-trace analysis