(in press). Commensurability engineering is first and foremost a theoretical exercise. Behavioral and Brain Sciences.
(in press). Quantifying evidence for—and against—Granger causality with Bayes factors. Multivariate Behavioral Research.
(preprint). A tutorial on fitting joint models of M/EEG and behavior to understand cognition. PsyArxiv.
(preprint). Capturing the heterogeneous effects of a mobile-health psychological well-being intervention for early adults: results from a process-oriented approach. PsyArxiv.
(2023). A methodology for quantitative measurement of cyber resilience (QMOCR). Army Research Labs Technical Report.
(2023). Piecewise linear and stochastic models for the analysis of cyber resilience. 57th Annual Conference on Information Sciences and Systems (CISS).
(2022). Composing graphical models with generative adversarial networks for EEG signal modeling. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1231-1235.
(2022). A pre-registered, multi-lab non-replication of the Action-sentence Compatibility Effect (ACE). Psychonomic Bulletin & Review, 29, 1239.
(2022). Mathematical modeling of cyber resilience. IEEE Military Communications Conference Proceedings.
(2022). An experimentation infrastructure for quantitative measurements of cyber resilience. IEEE Military Communications Conference Proceedings.
(2022). Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signals. Proceedings of the International Joint Conference on Neural Networks.
(2022). Cortico-brainstem mechanisms of biased perceptual decision-making in the context of pain. Journal of Pain, 23, 1372.
(2022). Statistical inference in behavioral research: traditional and Bayesian approaches. Research Integrity: Best Practices for the Social and Behavioral Sciences.
(2021). Is it worthwhile to take account of "guessing" in the performance of the Raven test? Calling for the principle of parsimony for test validation. Journal of Psychoeducational Assessment, 39, 100–111.
(2021). Timing of readiness potentials reflect a decision-making process in the human brain. Computational Brain & Behavior, 4, 547.
(2021). The case for formal methodology in scientific reform. Royal Society Open Science, 8, 200805.
(2020). Psychological well-being and personality traits are associated with experiencing love in everyday life. Personality and Individual Differences, 154, 109620.
(2020). Cultural consensus theory for the evaluation of patients' mental health scores in forensic psychiatric hospitals. Journal of Mathematical Psychology, 98, 102383.
(2020). A joint process model of consensus and longitudinal dynamics. Journal of Mathematical Psychology, 98, 102386.
(2020). A cognitive modeling analysis of risk in sequential choice tasks. Judgment and Decision Making, 15, 823-850.
(2019). The latency of a visual evoked potential tracks the onset of decision making. NeuroImage, 197, 93–108.
(2019). Individual differences in cortical processing speed predict cognitive abilities: A model-based cognitive neuroscience account. Computational Brain & Behavior, 2, 64–84.
(2019). What does it mean to feel loved? Cultural agreement and individual differences. Journal of Social and Personal Relationships, 36, 214-243.
(2019). The quality of response time data inference: A blinded, collaborative approach to the validity of cognitive models. Psychonomic Bulletin & Review, 26, 1051–1069.
(2018). Introduction to the concept of likelihood and its applications. Advances in Methods and Practices in Psychological Science, 1, 60–69.
(2018). Editorial: Bayesian methods for advancing psychological science. Psychonomic Bulletin & Review, 25, 1–4.
(2018). Bayesian inference and testing any hypothesis you can specify. Advances in Methods and Practices in Psychological Science, 1, 281–295.
(2018). Bayesian Inference for Psychology. Part II: Example applications with JASP. Psychonomic Bulletin & Review, 25, 58–76.
(2018). Bayesian reanalyses from summary statistics: A guide for academic consumers. Advances in Methods and Practices in Psychological Science, 1, 367–374.
(2018). How to become a Bayesian in eight easy steps: An annotated reading list. Psychonomic Bulletin & Review, 25, 219–234.
(2018). Improving social and behavioral science by making replication mainstream: A response to commentaries. Behavioral and Brain Sciences, 41, e157.
(2018). Bayesian Inference in Psychology, Part III: Bayesian parameter estimation in nonstandard models. Psychonomic Bulletin & Review, 25, 77–101.
(2018). The effects of goals and evironments on human performance in optimal stopping problems. Decision, 5, 339–361.
(2018). A quantum probability account of individual differences in causal reasoning. Journal of Mathematical Psychology, 87, 76–97.
(2018). Bayesian Inference in Psychology, Part IV: Parameter estimation and Bayes factors. Psychonomic Bulletin & Review, 25, 102–113.
(2018). Metastudies for robust tests of theory. Proceedings of the National Academy of Sciences, 115, 2607–2612.
(2018). Modeling when people quit: Bayesian censored geometric models with hierarchical and latent-mixture extensions. Behavior Research Methods, 50, 406–415.
(2017). How attention influences perceptual decision making: Single-trial EEG correlates of drift-diffusion model parameters. Journal of Mathematical Psychology, 76, 117–130.
(2017). Too true to be bad: When sets of studies with significant and non-significant findings are probably true. Social Psychological and Personality Science, 8, 875–881.
(2017). Object-location binding across a saccade: A retinotopic spatial congruency bias. Attention, Perception, & Psychophysics, 79, 765–781.
(2017). J. B. S. Haldane's contribution to the Bayes factor hypothesis test. Statistical Science, 32, 313–329.
(2017). Binding object features to locations: Does the "spatial congruency bias" update with object movement?. Attention, Perception, & Psychophysics, 79, 1682–1694.
(2017). Poor stimulus discriminability as a common neuropsychological deficit between ADHD and reading ability in young children: a moderated mediation model. Psychological Medicine, 47, 255–266.
(2017). The EZ diffusion model provides a powerful test of simple empirical effects. Psychonomic Bulletin & Review, 24, 547–556.
(2017). A test of the diffusion model explanation for the Worst Performance Rule using preregistration and blinding. Attention, Perception, and Performance, 79, 713–725.
(2016). C. S. Peirce on the Crisis of Confidence and the "No More Bets" Heuristic. The Winnower, 4843.
(2016). Bayesian data analysis with the bivariate hierarchical Ornstein-Uhlenbeck process model. Multivariate Behavioral Research, 51, 106–119.
(2016). A Bayesian approach to mitigation of publication bias. Psychonomic Bulletin & Review, 23, 74–86.
(2016). Sequential Bayesian updating for Big Data. Big Data in Cognitive Science: From Methods to Insights, 13–33.
(2016). Electroencephalography (EEG): neurophysics, experimental methods, and signal processing. Handbook of Neuroimaging Data Analysis, 175–197.
(2016). Do people agree on what makes one feel loved? A cognitive psychometric approach to the consensus on felt love. PLoS ONE, 11, e0152803.
(2015). Model comparison and the principle of parsimony. Oxford Handbook of Computational and Mathematical Psychology, 300–317.
(2015). A latent-mixture quantum probability model of causal reasoning within a Bayesian inference framework. Proceedings of the 37th Annual Conference of the Cognitive Science Society.
(2015). Individual differences in attention influence perceptual decision making. Frontiers in Psychology, 6, 18.
(2015). A hierarchical cognitive threshold model of human decision making on different length optimal stopping problems. Proceedings of the 37th Annual Conference of the Cognitive Science Society, 824–829.
(2015). A diffusion model account of the transfer-of-training effect. Proceedings of the 37th Annual Conference of the Cognitive Science Society.
(2015). Meta-analyses are no substitute for registered replications: a skeptical perspective on religious priming. Frontiers in Psychology, 6, 1365.
(2015). Imitation by combination: Preschool age children evidence summative imitation in a novel problem-solving task. Frontiers in Psychology, 6.
(2014). Specificity of basic information processing and inhibitory control in attention deficit/hyperactivity disorder. Psychological Medicine, 44, 617–631.
(2014). The RWiener package: an R package providing distribution functions for the Wiener diffusion model. The R Journal, 6, 49–56.
(2014). Extending JAGS: A tutorial on adding custom distributions to JAGS (with a diffusion model example). Behavior Research Methods, 46, 15-28.
(2014). Mechanisms underpinning inattention and hyperactivity: neurocognitive support for ADHD dimensionality. Psychological Medicine, 44, 3189–3201.
(2014). Pupil-linked arousal determines variability in perceptual decision making. PLOS Computational Biology, 10, e1003854.
(2014). Influence of prior information on pain involves biased perceptual decision-making. Current Biology, 24, R679–R681.
(2014). A cognitive latent variable model for the simultaneous analysis of behavioral and personality data. Journal of Mathematical Psychology, 60, 58–71.
(2014). Modeling the adaptation of search termination in human decision making. Decision, 1, 223–251.
(2014). Time-varying boundaries for diffusion models of decision making and response time. Frontiers in Psychology, 5, 1364.
(2014). Threshold models of human decision making on optimal stopping problems in different environments. Proceedings of the 36th Annual Conference of the Cognitive Science Society.
(2013). A diffusion model account of the relationship between the emotional flanker task and depression and rumination. Emotion, 13, 739–747.
(2013). A diffusion model account of age differences in posterror slowing. Psychology and Aging, 28, 64–76.
(2013). Bimodal distribution of performance in discriminating major/minor modes. The Journal of the Acoustical Society of America, 134, 3067–3078.
(2013). The consistency test may be too weak to be useful: Its systematic application would not improve effect size estimation in meta-analyses. Journal of Mathematical Psychology, 57, 170–173.
(2011). A hierarchical latent stochastic differential equation model for affective dynamics. Psychological Methods, 16, 468–490.
(2011). Hierarchical diffusion models for two-choice response times. Psychological Methods, 16, 44–62.
(2010). A crossed random effects diffusion model for speeded semantic categorization data. Acta Psychologica, 133, 269–282.
(2010). Bayesian parameter estimation in the Expectancy Valence model of the Iowa gambling task. Journal of Mathematical Psychology, 54, 14–27.
(2009). A diffusion model decomposition of the practice effect. Psychonomic Bulletin & Review, 16, 1026–1036.
(2009). A hierarchical Ornstein-Uhlenbeck model for continuous repeated measurement data. Psychometrika, 74, 395–418.
(2008). Identification of everyday objects on the basis of fragmented versions of outlines. Perception, 37, 271–289.
(2008). A Bayesian approach to diffusion process models of decision-making. Proceedings of the 30th Annual Conference of the Cognitive Science Society, 1429–1434.
(2007). The concavity effect is a compound of local and global effects. Perception & Psychophysics, 69, 1253–1260.
(2007). On the predictive validity of indirect attitude measures: Prediction of consumer choice behavior on the basis of affective priming in the picture--picture naming task. Journal of Experimental Social Psychology, 43, 599–610.
(2007). Fitting the Ratcliff diffusion model to experimental data. Psychonomic Bulletin & Review, 14, 1011–1026.
(in press). Commensurability engineering is first and foremost a theoretical exercise. Behavioral and Brain Sciences.
(in press). Quantifying evidence for—and against—Granger causality with Bayes factors. Multivariate Behavioral Research.
(preprint). A tutorial on fitting joint models of M/EEG and behavior to understand cognition. PsyArxiv.
(preprint). Capturing the heterogeneous effects of a mobile-health psychological well-being intervention for early adults: results from a process-oriented approach. PsyArxiv.
(2023). A methodology for quantitative measurement of cyber resilience (QMOCR). Army Research Labs Technical Report.
(2023). Piecewise linear and stochastic models for the analysis of cyber resilience. 57th Annual Conference on Information Sciences and Systems (CISS).
(2022). Composing graphical models with generative adversarial networks for EEG signal modeling. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1231-1235.
(2022). A pre-registered, multi-lab non-replication of the Action-sentence Compatibility Effect (ACE). Psychonomic Bulletin & Review, 29, 1239.
(2022). Mathematical modeling of cyber resilience. IEEE Military Communications Conference Proceedings.
(2022). An experimentation infrastructure for quantitative measurements of cyber resilience. IEEE Military Communications Conference Proceedings.
(2022). Decision SincNet: Neurocognitive models of decision making that predict cognitive processes from neural signals. Proceedings of the International Joint Conference on Neural Networks.
(2022). Cortico-brainstem mechanisms of biased perceptual decision-making in the context of pain. Journal of Pain, 23, 1372.
(2022). Statistical inference in behavioral research: traditional and Bayesian approaches. Research Integrity: Best Practices for the Social and Behavioral Sciences.
(2021). Is it worthwhile to take account of "guessing" in the performance of the Raven test? Calling for the principle of parsimony for test validation. Journal of Psychoeducational Assessment, 39, 100–111.
(2021). Timing of readiness potentials reflect a decision-making process in the human brain. Computational Brain & Behavior, 4, 547.
(2021). The case for formal methodology in scientific reform. Royal Society Open Science, 8, 200805.
(2020). Psychological well-being and personality traits are associated with experiencing love in everyday life. Personality and Individual Differences, 154, 109620.
(2020). Cultural consensus theory for the evaluation of patients' mental health scores in forensic psychiatric hospitals. Journal of Mathematical Psychology, 98, 102383.
(2020). A joint process model of consensus and longitudinal dynamics. Journal of Mathematical Psychology, 98, 102386.
(2020). A cognitive modeling analysis of risk in sequential choice tasks. Judgment and Decision Making, 15, 823-850.
(2019). The latency of a visual evoked potential tracks the onset of decision making. NeuroImage, 197, 93–108.
(2019). Individual differences in cortical processing speed predict cognitive abilities: A model-based cognitive neuroscience account. Computational Brain & Behavior, 2, 64–84.
(2019). What does it mean to feel loved? Cultural agreement and individual differences. Journal of Social and Personal Relationships, 36, 214-243.
(2019). The quality of response time data inference: A blinded, collaborative approach to the validity of cognitive models. Psychonomic Bulletin & Review, 26, 1051–1069.
(2018). Introduction to the concept of likelihood and its applications. Advances in Methods and Practices in Psychological Science, 1, 60–69.
(2018). Editorial: Bayesian methods for advancing psychological science. Psychonomic Bulletin & Review, 25, 1–4.
(2018). Bayesian inference and testing any hypothesis you can specify. Advances in Methods and Practices in Psychological Science, 1, 281–295.
(2018). Bayesian Inference for Psychology. Part II: Example applications with JASP. Psychonomic Bulletin & Review, 25, 58–76.
(2018). Bayesian reanalyses from summary statistics: A guide for academic consumers. Advances in Methods and Practices in Psychological Science, 1, 367–374.
(2018). How to become a Bayesian in eight easy steps: An annotated reading list. Psychonomic Bulletin & Review, 25, 219–234.
(2018). Improving social and behavioral science by making replication mainstream: A response to commentaries. Behavioral and Brain Sciences, 41, e157.
(2018). Bayesian Inference in Psychology, Part III: Bayesian parameter estimation in nonstandard models. Psychonomic Bulletin & Review, 25, 77–101.
(2018). The effects of goals and evironments on human performance in optimal stopping problems. Decision, 5, 339–361.
(2018). A quantum probability account of individual differences in causal reasoning. Journal of Mathematical Psychology, 87, 76–97.
(2018). Bayesian Inference in Psychology, Part IV: Parameter estimation and Bayes factors. Psychonomic Bulletin & Review, 25, 102–113.
(2018). Metastudies for robust tests of theory. Proceedings of the National Academy of Sciences, 115, 2607–2612.
(2018). Modeling when people quit: Bayesian censored geometric models with hierarchical and latent-mixture extensions. Behavior Research Methods, 50, 406–415.
(2017). How attention influences perceptual decision making: Single-trial EEG correlates of drift-diffusion model parameters. Journal of Mathematical Psychology, 76, 117–130.
(2017). Too true to be bad: When sets of studies with significant and non-significant findings are probably true. Social Psychological and Personality Science, 8, 875–881.
(2017). Object-location binding across a saccade: A retinotopic spatial congruency bias. Attention, Perception, & Psychophysics, 79, 765–781.
(2017). J. B. S. Haldane's contribution to the Bayes factor hypothesis test. Statistical Science, 32, 313–329.
(2017). Binding object features to locations: Does the "spatial congruency bias" update with object movement?. Attention, Perception, & Psychophysics, 79, 1682–1694.
(2017). Poor stimulus discriminability as a common neuropsychological deficit between ADHD and reading ability in young children: a moderated mediation model. Psychological Medicine, 47, 255–266.
(2017). The EZ diffusion model provides a powerful test of simple empirical effects. Psychonomic Bulletin & Review, 24, 547–556.
(2017). A test of the diffusion model explanation for the Worst Performance Rule using preregistration and blinding. Attention, Perception, and Performance, 79, 713–725.
(2016). C. S. Peirce on the Crisis of Confidence and the "No More Bets" Heuristic. The Winnower, 4843.
(2016). Bayesian data analysis with the bivariate hierarchical Ornstein-Uhlenbeck process model. Multivariate Behavioral Research, 51, 106–119.
(2016). A Bayesian approach to mitigation of publication bias. Psychonomic Bulletin & Review, 23, 74–86.
(2016). Sequential Bayesian updating for Big Data. Big Data in Cognitive Science: From Methods to Insights, 13–33.
(2016). Electroencephalography (EEG): neurophysics, experimental methods, and signal processing. Handbook of Neuroimaging Data Analysis, 175–197.
(2016). Do people agree on what makes one feel loved? A cognitive psychometric approach to the consensus on felt love. PLoS ONE, 11, e0152803.
(2015). Model comparison and the principle of parsimony. Oxford Handbook of Computational and Mathematical Psychology, 300–317.
(2015). A latent-mixture quantum probability model of causal reasoning within a Bayesian inference framework. Proceedings of the 37th Annual Conference of the Cognitive Science Society.
(2015). Individual differences in attention influence perceptual decision making. Frontiers in Psychology, 6, 18.
(2015). A hierarchical cognitive threshold model of human decision making on different length optimal stopping problems. Proceedings of the 37th Annual Conference of the Cognitive Science Society, 824–829.
(2015). A diffusion model account of the transfer-of-training effect. Proceedings of the 37th Annual Conference of the Cognitive Science Society.
(2015). Meta-analyses are no substitute for registered replications: a skeptical perspective on religious priming. Frontiers in Psychology, 6, 1365.
(2015). Imitation by combination: Preschool age children evidence summative imitation in a novel problem-solving task. Frontiers in Psychology, 6.
(2014). Specificity of basic information processing and inhibitory control in attention deficit/hyperactivity disorder. Psychological Medicine, 44, 617–631.
(2014). The RWiener package: an R package providing distribution functions for the Wiener diffusion model. The R Journal, 6, 49–56.
(2014). Extending JAGS: A tutorial on adding custom distributions to JAGS (with a diffusion model example). Behavior Research Methods, 46, 15-28.
(2014). Mechanisms underpinning inattention and hyperactivity: neurocognitive support for ADHD dimensionality. Psychological Medicine, 44, 3189–3201.
(2014). Pupil-linked arousal determines variability in perceptual decision making. PLOS Computational Biology, 10, e1003854.
(2014). Influence of prior information on pain involves biased perceptual decision-making. Current Biology, 24, R679–R681.
(2014). A cognitive latent variable model for the simultaneous analysis of behavioral and personality data. Journal of Mathematical Psychology, 60, 58–71.
(2014). Modeling the adaptation of search termination in human decision making. Decision, 1, 223–251.
(2014). Time-varying boundaries for diffusion models of decision making and response time. Frontiers in Psychology, 5, 1364.
(2014). Threshold models of human decision making on optimal stopping problems in different environments. Proceedings of the 36th Annual Conference of the Cognitive Science Society.
(2013). A diffusion model account of the relationship between the emotional flanker task and depression and rumination. Emotion, 13, 739–747.
(2013). A diffusion model account of age differences in posterror slowing. Psychology and Aging, 28, 64–76.
(2013). Bimodal distribution of performance in discriminating major/minor modes. The Journal of the Acoustical Society of America, 134, 3067–3078.
(2013). The consistency test may be too weak to be useful: Its systematic application would not improve effect size estimation in meta-analyses. Journal of Mathematical Psychology, 57, 170–173.
(2011). A hierarchical latent stochastic differential equation model for affective dynamics. Psychological Methods, 16, 468–490.
(2011). Hierarchical diffusion models for two-choice response times. Psychological Methods, 16, 44–62.
(2010). A crossed random effects diffusion model for speeded semantic categorization data. Acta Psychologica, 133, 269–282.
(2010). Bayesian parameter estimation in the Expectancy Valence model of the Iowa gambling task. Journal of Mathematical Psychology, 54, 14–27.
(2009). A diffusion model decomposition of the practice effect. Psychonomic Bulletin & Review, 16, 1026–1036.
(2009). A hierarchical Ornstein-Uhlenbeck model for continuous repeated measurement data. Psychometrika, 74, 395–418.
(2008). Identification of everyday objects on the basis of fragmented versions of outlines. Perception, 37, 271–289.
(2008). A Bayesian approach to diffusion process models of decision-making. Proceedings of the 30th Annual Conference of the Cognitive Science Society, 1429–1434.
(2007). The concavity effect is a compound of local and global effects. Perception & Psychophysics, 69, 1253–1260.
(2007). On the predictive validity of indirect attitude measures: Prediction of consumer choice behavior on the basis of affective priming in the picture--picture naming task. Journal of Experimental Social Psychology, 43, 599–610.
(2007). Fitting the Ratcliff diffusion model to experimental data. Psychonomic Bulletin & Review, 14, 1011–1026.