Research output

Research output per year 1995 1997 2001 2003 2006 2007 2009 2010 2011 2013 2014 2022

• 39 Article
• 20 Chapter (peer-reviewed)
• 17 Conference contribution
• 3 Chapter
• 6 More
  • 3 Paper
  • 3 Review article

Research output per year

Research output per year

Search results

• 2022

  The Paradox of Time in Dynamic Causal Systems

  Rehder, B., Davis, Z. J. & Bramley, N., Jul 2022, In: Entropy. 24, 7, 863.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Abstraction Model 100%
  • Event Abstraction 100%
  • Learner Analysis 100%
  • Error Rate 100%
  • Systematic Error 100%
• 2021

  Testing a Process Model of Causal Reasoning With Inhibitory Causal Links

  Rehder, B. & Davis, Z. J., 2021, p. 653-659. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Process Model 100%
  • Causal Judgment 100%
  • Markov Violations 100%
  • Rational Process Models 50%

• Variability in Causal Judgments

  Kolvoort, I., Davis, Z. J., Van Maanen, L. & Rehder, B., 2021, p. 1250-1256. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Causal Judgment 100%
  • Behavior (Neuroscience) 25%
  • Cognitive Process 25%
  • Between-person Variability 25%
• 2020

  A Process Model of Causal Reasoning

  Davis, Z. J. & Rehder, B., May 1 2020, In: Cognitive Science. 44, 5, e12839.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Process Model 100%
  • Causal Judgment 100%
  • Causal Inference 50%
  • Mental Process 50%
  • Normative Model 50%

• Causal Structure Learning in Continuous Systems

  Davis, Z. J., Bramley, N. R. & Rehder, B., Feb 20 2020, In: Frontiers in Psychology. 11, 244.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning Model 100%
  • Structural Model 100%
  • Systematic Error 100%
  • Normative Model 100%
  • Heuristic Learning 50%

• The Paradox of Time in Dynamic Causal Systems

  Davis, Z. J., Bramley, N. & Rehder, B., 2020, p. 808-814. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Temporal Information 100%
  • System Dynamics 100%
  • Systematic Error 100%
  • Segmentation Model 100%
  • Error Rate 100%
• 2018

  A Causal Model Approach to Dynamic Control

  Davis, Z. J., Bramley, N. R., Rehder, B. & Gureckis, T., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 281-286 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • System Dynamics 100%
  • Control Dynamics 100%
  • Dynamic Classes 50%
  • Markov Graph 50%
  • Testbed 33%

• Beyond Markov: Accounting for independence violations in causal reasoning

  Rehder, B., Jun 2018, In: Cognitive Psychology. 103, p. 42-84 43 p.

  Research output: Contribution to journal › Article › peer-review

  • Decision Making 100%
  • Substantial Minority 100%
  • Cognitive Theory 100%
  • Causal Cognition 50%
  • Independence Relations 25%

• Causal Structure Learning with Continuous Variables in Continuous Time

  Davis, Z. J., Bramley, N. R. & Rehder, B., 2018, Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018. The Cognitive Science Society, p. 287-292 6 p. (Proceedings of the 40th Annual Meeting of the Cognitive Science Society, CogSci 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generative Model 100%
  • Continuous Time 100%
  • Continuous Variable 100%
  • structure learning 100%
  • Causal Relationship 50%
• 2017

  Failures of explaining away and screening off in described versus experienced causal learning scenarios

  Rehder, B. & Waldmann, M. R., Feb 1 2017, In: Memory and Cognition. 45, 2, p. 245-260 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Screening off 100%
  • Normative Theory 100%
  • Causal Scenarios 33%
  • Net Capture 33%
  • Causal Thinking 33%

• Reasoning With Causal Cycles

  Rehder, B., May 2017, In: Cognitive Science. 41, p. 944-1002 59 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Causal Cycles 100%
  • Dynamic Bayesian Network 66%
  • Feedback Relations 20%

• The Causal Sampler: A Sampling Approach to Causal Representation, Reasoning and Learning

  Davis, Z. J. & Rehder, B., 2017, CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition. The Cognitive Science Society, p. 1896-1901 6 p. (CogSci 2017 - Proceedings of the 39th Annual Meeting of the Cognitive Science Society: Computational Foundations of Cognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Process Model 100%
  • Metropolis-Hastings Sampling 25%
• 2016

  Beyond Markov: Accounting for Independence Violations in Causal Reasoning

  Rehder, B., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1853-1858 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Markov 100%
  • Causal Reasoning 100%
  • Causal Cognition 100%
  • Causal Inference 100%
  • Prototype Model 100%

• Evaluating Causal Hypotheses: The Curious Case of Correlated Cues

  Rehder, B. & Davis, Z., 2016, Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016. Papafragou, A., Grodner, D., Mirman, D. & Trueswell, J. C. (eds.). The Cognitive Science Society, p. 1002-1007 6 p. (Proceedings of the 38th Annual Meeting of the Cognitive Science Society, CogSci 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Statistical Property 100%
  • Probability Theory 50%
  • Current Model 50%
  • Graphical Model 50%
  • Causal Model 50%
• 2015

  Strategies to intervene on causal systems are adaptively selected

  Coenen, A., Rehder, B. & Gureckis, T. M., Jun 1 2015, In: Cognitive Psychology. 79, p. 102-133 32 p.

  Research output: Contribution to journal › Article › peer-review

  • Causal Systems 100%
  • Information Sampling 50%
  • Information Gain 50%
  • Performance Effort 50%
  • Sampling Model 50%

• The role of functional form in causal-based categorization

  Rehder, B., May 1 2015, In: Journal of Experimental Psychology: Learning Memory and Cognition. 41, 3, p. 670-692 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Model of Other 100%
  • Model View 50%
• 2014

  Decisions to intervene on causal systems are adaptively selected

  Coenen, A., Rehder, B. & Gureckis, T., 2014, Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014. The Cognitive Science Society, p. 343-348 6 p. (Proceedings of the 36th Annual Meeting of the Cognitive Science Society, CogSci 2014).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Causal Systems 100%
  • Sampling Strategy 50%
  • Expected Payoff 50%
  • Individual Behaviour 50%
  • Optimal Information 50%

• Differences in the weighting and choice of evidence for plausible versus implausible causes

  Goedert, K. M., Ellefson, M. R. & Rehder, B., 2014, In: Journal of Experimental Psychology: Learning Memory and Cognition. 40, 3, p. 683-702 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Positive Check 100%
  • Epileptic Absence 100%
  • Causal Inference 100%
  • Alternative Causes 66%
  • Information Experiment 33%

• Independence and dependence in human causal reasoning

  Rehder, B., Jul 2014, In: Cognitive Psychology. 72, p. 54-107 54 p.

  Research output: Contribution to journal › Article › peer-review

  • Individual Differences 100%
  • Causal Inference 100%
  • Causal Graphical Models 60%
  • Markov Condition 40%
  • Deliberative Thinking 20%

• The role of causal models in multiple judgments under uncertainty

  Hayes, B. K., Hawkins, G. E., Newell, B. R., Pasqualino, M. & Rehder, B., Dec 1 2014, In: Cognition. 133, 3, p. 611-620 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Judgment under Uncertainty 100%
  • Epileptic Absence 100%
  • Causal Model 100%
  • False-Positive Rate 100%
  • Probability Estimates 25%
• 2013

  Cognitive shortcuts in causal inference

  Fernbach, P. M. & Rehder, B., Mar 1 2013, In: Argument and Computation. 4, 1, p. 64-88 25 p.

  Research output: Contribution to journal › Article › peer-review

  • Causal Inference 100%
  • Causal Bayesian Network 50%
  • Effort Reduction 50%
  • Predictive Probability 50%
  • Diagnostic Probability 50%

• Modeling active learning decisions during causal learning

  Coenen, A., Rehder, R. & Gureckis, T., 2013, Proceedings of the 1st Multidisciplinary Conference on Reinforcement Learning and Decision Making. Princeton, NJ.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Reasoning with inconsistent causal beliefs

  McDonnell, J., Tsividis, P. & Rehder, R., 2013, Proceedings of the 35th Annual Conference of the Cognitive Science Society. Austin, TX. Knauff, M., Pauen, M., Sebanz, N. & Wachsmuth, I. (eds.). Cognitive Science Society, p. 1002-1007

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• The hazards of explanation: Overgeneralization in the face of exceptions

  Williams, J. J., Lombrozo, T. & Rehder, B., Nov 2013, In: Journal of Experimental Psychology: General. 142, 4, p. 1006-1014 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Overgeneralization 100%
  • Everyday Thinking 50%
  • Social Domain 50%
• 2012

  Functions in biological kind classification

  Lombrozo, T. & Rehder, B., Dec 2012, In: Cognitive Psychology. 65, 4, p. 457-485 29 p.

  Research output: Contribution to journal › Article › peer-review

  • Zebra 100%
  • Kangaroo 100%
  • Biological Trait 100%
  • Traits 100%
  • Conceptual Representation 100%

• The development of causal categorization

  Hayes, B. K. & Rehder, B., Aug 2012, In: Cognitive Science. 36, 6, p. 1102-1128 27 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Causal Coherence 100%
  • Classification 100%
  • Pattern Regression 50%
  • Classification Pattern 50%
  • Child Classification 50%
• 2011

  A Generative Model of Causal Cycles

  Rehder, B. & Martin, J. B., 2011, Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011. Carlson, L., Hoelscher, C. & Shipley, T. F. (eds.). The Cognitive Science Society, p. 2944-2949 6 p. (Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Generative Models 100%
  • Causal Graphical Models 100%
  • Causal Cycles 100%
  • Machine Learning 100%
  • Psychological Research 100%

• Explaining drives the discovery of real and illusory patterns

  Williams, J. J., Lombrozo, T. & Rehder, B., 2011, Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011. Carlson, L., Hoelscher, C. & Shipley, T. F. (eds.). The Cognitive Science Society, p. 1352-1357 6 p. (Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Contrastive Explanation 100%
  • Charitable Behavior 100%

• How prior knowledge affects selective attention during category learning: An eyetracking study

  Kim, S. & Rehder, B., 2011, In: Memory and Cognition. 39, 4, p. 649-665 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Category Learning 100%
  • Relevant Dimension 100%
  • Eye Tracking 100%
  • Attentional Bias 100%
  • Negative Feedback 100%

• Reasoning with conjunctive causes

  Rehder, R., 2011, Proceedings of the 33rd Annual Conference of the Cognitive Science Society. Austin, TX. Carlson, L., Hoelscher, C. & Shipley, T. (eds.). Cognitive Science Society, p. 1406-1411

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Taking the rationality out of probabilistic models

  Rehder, B., Aug 2011, In: Behavioral and Brain Sciences. 34, 4, p. 210-211 2 p.

  Research output: Contribution to journal › Review article › peer-review

  • Rational Model 100%
  • Scientific Understanding 100%
  • Generalizability 100%
  • Traditional Sources 50%
  • Standards of Evidence 50%

• The knowledge and resonance (KRES) model of category learning

  Harris, H. & Rehder, R., 2011, Formal approaches in categorization. Pothos, E. & Wills, A. (eds.). Cambridge, UK: Cambridge University Press, p. 274-298

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Towards generative model of causal cycles

  Rehder, R. & Martin, J., 2011, Proceedings of the 3rd European Conference on Cognitive Science. Sofia, Bulgaria. Kokinov, B., Karmiloff-Smith, A. & Nersessian, N. (eds.).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2010

  Causal-Based Categorization: A Review

  Rehder, B., Jan 2010, Psychology of Learning and Motivation - Advances in Research and Theory. Academic Press Inc., p. 39-116 78 p. (Psychology of Learning and Motivation - Advances in Research and Theory; vol. 52).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Cognitive Science 100%
  • Experimental Psychology 100%
  • Learning and Memory 100%
  • Feature Centrality 100%
  • Classification 100%

• Causal status and coherence in causal-based categorization

  Rehder, B. & Kim, S., Sep 2010, In: Journal of Experimental Psychology: Learning Memory and Cognition. 36, 5, p. 1171-1206 36 p.

  Research output: Contribution to journal › Article › peer-review

  • Status Effect 100%
  • Causal-based Categorization 100%

• Essentialism as a Generative Theory of Classification

  Rehder, B., Apr 1 2010, Causal Learning: Psychology, Philosophy, and Computation. Oxford University Press

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Causal Model 100%
  • Diagnostic Reasoning 100%
  • Evolving Sets 50%
  • Affective Classification 50%
  • Conceptual Knowledge 50%

• Symposium: Emerging insights from eye-movement research on category learning

  Rehder, R., Blair, M., Hoffman, A. & Watson, M., 2010, Proceedings of the 32nd Annual Conference of the Cognitive Science Society. Austin, TX. Ohlsson, S. & Catrambone, R. (eds.). Cognitive Science Society

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• The Costs of Supervised Classification: The Effect of Learning Task on Conceptual Flexibility

  Hoffman, A. B. & Rehder, B., May 2010, In: Journal of Experimental Psychology: General. 139, 2, p. 319-340 22 p.

  Research output: Contribution to journal › Article › peer-review

  • Representational Flexibility 100%
  • Eye Movement 100%
  • Diagnostic Features 50%
  • Feature Inference 50%
  • Missing Features 50%

• Why does explaining help learning? Insights from an explanation impairment effect

  Williams, J., Lombrozo, T. & Rehder, R., 2010, Proceedings of the 32nd Annual Conference of the Cognitive Science Society. Austin, TX. Ohlsson, S. & Catrambone, R. (eds.). Cognitive Science Society

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
• 2009

  A new theory of classification and feature inference learning: An exemplar fragment model

  Colner, B. & Rehder, R., 2009, Proceedings of the 31st Annual Conference of the Cognitive Science Society. Taatgen, N., van Rijn, H., Schomaker, L. & Nerbonne, J. (eds.). Mahwah, NJ: Erlbaum, p. 371-376

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Attentional and representational flexibility of feature inference learning

  Hoffman, A. & Rehder, R., 2009, Proceedings of the 31st Annual Conference of the Cognitive Science Society. Taatgen, N., van Rijn, H., Schomaker, L. & Nerbonne, J. (eds.). Mahwah, NJ: Erlbaum, p. 1864-1869

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Causal-based property generalization

  Rehder, B., May 2009, In: Cognitive Science. 33, 3, p. 301-344 44 p.

  Research output: Contribution to journal › Article › peer-review

  • Generalization Properties 100%
  • Generalized Features 100%
  • Cognitive Studies 100%
  • Causal Inference 100%
  • Base Rates 100%

• Classification as diagnostic reasoning

  Rehder, B. & Kim, S., 2009, In: Memory and Cognition. 37, 6, p. 715-729 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Diagnostic Reasoning 100%
  • Diagnosticity 100%
  • Causal Relation 100%
  • Object Features 50%
  • Conceptual Structure 50%

• Feature inference learning and eyetracking

  Rehder, B., Colner, R. M. & Hoffman, A. B., Apr 2009, In: Journal of Memory and Language. 60, 3, p. 393-419 27 p.

  Research output: Contribution to journal › Article › peer-review

  • Eye Movement 100%
  • Feature Association 33%

• Knowledge effect the selective attention in category learning: An eyetracking study

  Kim, S. & Rehder, R., 2009, Proceedings of the 31st Annual Conference of the Cognitive Science Society. Taatgen, N., van Rijn, H., Schomaker, L. & Nerbonne, J. (eds.). Mahwah, NJ: Erlbaum, p. 230-235

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
• 2008

  Feature inference and eyetracking

  Colner, B., Rehder, R. & Hoffman, A., 2008, Proceedings of the 30th Annual Conference of the Cognitive Science Society. Sloutsky, V., Love, B. & McRae, K. (eds.). Mahwah, NJ: Erlbaum, p. 1170-1175

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Prior knowledge and exemplar frequency

  Harris, H. D., Murphy, G. L. & Rehder, B. O. B., Oct 2008, In: Memory and Cognition. 36, 7, p. 1335-1350 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Frequency Effect 100%
  • Stimulus Features 66%
  • Existing Knowledge 33%
  • Single Stimulus 33%
  • Frequency Manipulation 33%

• The role of coherence in causal-based categorization

  Rehder, R. & Kim, S., 2008, Proceedings of the 30th Annual Conference of the Cognitive Science Society. Sloutsky, V., Love, B. & McRae, K. (eds.). Mahwah, NJ: Erlbaum, p. 285-290

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
• 2007

  Attention allocation in inference learning

  Colner, B., Hoffman, A. & Rehder, R., 2007, Proceedings of the 29th Annual Conference of the Cognitive Science Society. MacNamara, D. & Trafton, G. (eds.). Cognitive Science Society, p. 1727

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review

• Bias toward sufficiency and completeness in causal explanations

  Rehder, R. & Milovanovic, G., 2007, Proceedings of the 29th Annual Conference of the Cognitive Science Society. MacNamara, D. & Trafton, G. (eds.). Cognitive Science Society, p. 1843

  Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review