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An Introduction to the Diffusion Model of Decision-Making
16 references·1 citing·48 second hop
An Introduction to the Diffusion Model of Decision-Making (2023)An Introduction to the Diffusion Model of…The Quality of Response Time Data Inference: A Blinded, Collaborative Assessment of the Validity of Cognitive Models (2018)The Quality of Response Time …Why some colors appear more memorable than others: A model combining categories and particulars in color working memory. (2015)Why some colors appear more m…Individual differences and fitting methods for the two-choice diffusion model of decision making. (2015)Individual differences and fi…Changing concepts of working memory (2014)Changing concepts of working …HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python (2013)HDDM: Hierarchical Bayesian e…Parameter variability and distributional assumptions in the diffusion model. (2012)Parameter variability and dis…What cognitive processes drive response biases? A diffusion model analysis (2011)What cognitive processes driv…Hierarchical diffusion models for two-choice response times. (2011)Hierarchical diffusion models…Simple matrix methods for analyzing diffusion models of choice probability, choice response time, and simple response time (2003)Simple matrix methods for ana…Estimating parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability (2002)Estimating parameters of the …A comparison of four methods for simulating the diffusion process (2001)A comparison of four methods …Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment. (1993)Decision field theory: A dyna…Fundamental derivations from decision field theory (1992)Fundamental derivations from …Psychological Research (1991)Psychological ResearchA biased random walk model for two choice reaction times (1983)A biased random walk model fo…A Sequential Theory of Psychological Discrimination (1975)A Sequential Theory of Psycho…An Introduction and Tutorial to Fitting (Time-Dependent) Diffusion Models with the R-Package dRiftDM (2024)An Introduction and Tutorial …A DYNAMIC THEORY OF PERSONALITY (1936)Theory of Games and Economic Behavior (1945)A Diffusion Model Account of the Lexical Decision Task. (2004)A Dynamic, Stochastic, Computational Model of Preference Reversal Phenomena. (2005)Apollo: A flexible, powerful and customisable freeware package for choice model estimation and application (2019)Theory of games and economic behavior (2019)The Principles of Psychology (1891)The Framing of Decisions and the Psychology of Choice (1981)Prospect theory: An analysis of decision under risk (1988)Individual differences in reasoning: Implications for the rationality debate? (2000)Representativeness Revisited: Attribute Substitution in Intuitive Judgment (2002)Heuristics and Biases: The Psychology of Intuitive Judgment (2004)Multialternative decision field theory: A dynamic connectionst model of decision making. (2001)Individual differences in components of reaction time distributions and their relations to working memory and intelligence. (2007)Two-stage dynamic signal detection: A theory of choice, decision time, and confidence. (2010)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1956)The magical number seven, plus or minus two: Some limits on our capacity for processing information. (1994)The magical number 4 in short-term memory: A reconsideration of mental storage capacity (2001)The many faces of working memory and short-term storage (2016)Working Memory and Attention – A Conceptual Analysis and Review (2019)The Border Between Seeing and Thinking (2023)Models for Choice-Reaction Time (1960)SOME ALTERNATIVE STOCHASTIC MODELS OF CHOICE 1 (1965)The relative judgment theory of two choice response time (1975)Fitting the ratcliff diffusion model to experimental data (2007)Multisensory Decision-Making in Rats and Humans (2012)The two disciplines of scientific psychology. (1957)The language-as-fixed-effect fallacy: A critique of language statistics in psychological research (1973)Intraclass correlations: Uses in assessing rater reliability. (1979)How to use the diffusion model: Parameter recovery of three methods: EZ, fast-dm, and DMAT (2009)A diffusion model account of the relationship between the emotional flanker task and rumination and depression. (2013)Group reaction time distributions and an analysis of distribution statistics. (1979)Inference during reading. (1992)How many trials are required for parameter estimation in diffusion modeling? A comparison of different optimization criteria (2016)Use of Response Time for Measuring Cognitive Ability (2016)Modeling Trait Anxiety: From Computational Processes to Personality (2017)Basic Color Terms: Their Universality and Evolution. (1971)Basic color terms: their universality and evolution. By Brent Berlin and Paul Kay. Berkeley & Los Angeles: University of California Press, 1969. Pp. xi, 178. $8.50. (1973)Does Perceptual Consciousness Overflow Cognitive Access? The Challenge from Probabilistic, Hierarchical Processes (2017)Effects of Language on Visual Perception (2020)The best game in town: The reemergence of the language-of-thought hypothesis across the cognitive sciences (2022)Preregistration of Analyses of Preexisting Data (2019)Robust Modeling in Cognitive Science (2019)Consensus-based guidance for conducting and reporting multi-analyst studies (2021)Journal of Experimental Psychology: Human Perception and Performance 2000–2005. (2025)Eye tracking and pupillometry are indicators of dissociable latent decision processes. (2014)Large-scale analysis of test–retest reliabilities of self-regulation measures (2019)Comparison of Different Response Time Outlier Exclusion Methods: A Simulation Study (2021)
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References

  • 1993Decision field theory: A dynamic-cognitive approach to decision making in an uncertain environment.1,935 cited
  • 2014Changing concepts of working memory1,137 cited
  • 2013HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python1,043 cited
  • 2002Estimating parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability837 cited
  • 1975A Sequential Theory of Psychological Discrimination492 cited
  • 2011Hierarchical diffusion models for two-choice response times.323 cited
  • 2015Why some colors appear more memorable than others: A model combining categories and particulars in color working memory.286 cited
  • 2015Individual differences and fitting methods for the two-choice diffusion model of decision making.193 cited
  • 2018The Quality of Response Time Data Inference: A Blinded, Collaborative Assessment of the Validity of Cognitive Models172 cited
  • 1992Fundamental derivations from decision field theory161 cited
  • 2003Simple matrix methods for analyzing diffusion models of choice probability, choice response time, and simple response time141 cited
  • 2011What cognitive processes drive response biases? A diffusion model analysis131 cited
  • 1991Psychological Research93 cited
  • 2012Parameter variability and distributional assumptions in the diffusion model.

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91 cited
  • 1983A biased random walk model for two choice reaction times85 cited
  • 2001A comparison of four methods for simulating the diffusion process84 cited
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    • 2024An Introduction and Tutorial to Fitting (Time-Dependent) Diffusion Models with the R-Package dRiftDM2 cited