Search Results - "Kruschke, John K"
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Bayesian Analysis Reporting Guidelines
Published in Nature human behaviour (01-10-2021)“…Previous surveys of the literature have shown that reports of statistical analyses often lack important information, causing lack of transparency and failure…”
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The Bayesian New Statistics: Hypothesis testing, estimation, meta-analysis, and power analysis from a Bayesian perspective
Published in Psychonomic bulletin & review (01-02-2018)“…In the practice of data analysis, there is a conceptual distinction between hypothesis testing, on the one hand, and estimation with quantified uncertainty on…”
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Bayesian Assessment of Null Values Via Parameter Estimation and Model Comparison
Published in Perspectives on Psychological Science (01-05-2011)“…Psychologists have been trained to do data analysis by asking whether null values can be rejected. Is the difference between groups nonzero? Is choice accuracy…”
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Bayesian data analysis
Published in Wiley interdisciplinary reviews. Cognitive science (01-09-2010)“…Bayesian methods have garnered huge interest in cognitive science as an approach to models of cognition and perception. On the other hand, Bayesian methods for…”
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Humans create more novelty than ChatGPT when asked to retell a story
Published in Scientific reports (09-01-2024)“…We compare how humans retell stories to how ChatGPT retells stories in chains of three retellings by different people or different accounts on ChatGPT. ChatGPT…”
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Bayesian Estimation Supersedes the "t" Test
Published in Journal of experimental psychology. General (01-05-2013)“…Bayesian estimation for 2 groups provides complete distributions of credible values for the effect size, group means and their difference, standard deviations…”
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Decision-making in stimulant and opiate addicts in protracted abstinence: evidence from computational modeling with pure users
Published in Frontiers in psychology (12-08-2014)“…Substance dependent individuals (SDI) often exhibit decision-making deficits; however, it remains unclear whether the nature of the underlying decision-making…”
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What to believe: Bayesian methods for data analysis
Published in Trends in cognitive sciences (01-07-2010)“…Although Bayesian models of mind have attracted great interest from cognitive scientists, Bayesian methods for data analysis have not. This article reviews…”
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Bayesian data analysis for newcomers
Published in Psychonomic bulletin & review (01-02-2018)“…This article explains the foundational concepts of Bayesian data analysis using virtually no mathematical notation. Bayesian ideas already match your…”
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The Time Has Come: Bayesian Methods for Data Analysis in the Organizational Sciences
Published in Organizational research methods (01-10-2012)“…The use of Bayesian methods for data analysis is creating a revolution in fields ranging from genetics to marketing. Yet, results of our literature review,…”
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Bayesian learning theory applied to human cognition
Published in Wiley interdisciplinary reviews. Cognitive science (01-01-2011)“…Probabilistic models based on Bayes' rule are an increasingly popular approach to understanding human cognition. Bayesian models allow immense representational…”
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Ostracism and Fines in a Public Goods Game with Accidental Contributions: The Importance of Punishment Type
Published in Judgment and Decision Making (01-11-2014)“…Punishment is an important method for discouraging uncooperative behavior. We use a novel design for a public goods game in which players have explicit…”
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Editorial: Bayesian methods for advancing psychological science
Published in Psychonomic bulletin & review (01-02-2018)Get full text
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Serial reproduction of narratives preserves emotional appraisals
Published in Cognition and emotion (19-05-2022)“…We conducted the largest multiple-iteration retelling study to date (12,840 participants and 19,086 retellings) with two different studies that test how…”
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Lay Evaluations of Police and Civilian Use of Force: Action Severity Scales
Published in Law and human behavior (01-06-2019)“…In modern societies, citizens cede the legitimate use of violence to law enforcement agents who act on their behalf. However, little is known about the extent…”
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Locally Bayesian Learning With Applications to Retrospective Revaluation and Highlighting
Published in Psychological review (01-10-2006)“…A scheme is described for locally Bayesian parameter updating in models structured as successions of component functions. The essential idea is to…”
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Posterior predictive checks can and should be Bayesian: Comment on Gelman and Shalizi, 'Philosophy and the practice of Bayesian statistics'
Published in British journal of mathematical & statistical psychology (01-02-2013)“…Bayesian inference is conditional on the space of models assumed by the analyst. The posterior distribution indicates only which of the available parameter…”
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Bayesian approaches to associative learning: from passive to active learning
Published in Learning & behavior (01-08-2008)“…Traditional associationist models represent an organism's knowledge state by a single strength of association on each associative link. Bayesian models instead…”
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Introduction to Special Section on Bayesian Data Analysis
Published in Perspectives on Psychological Science (01-05-2011)Get full text
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Attention in Learning
Published in Current directions in psychological science : a journal of the American Psychological Society (01-10-2003)“…Learners exhibit many apparently irrational behaviors in their use of cues, sometimes learning to ignore relevant cues or to attend to irrelevant ones. A…”
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