Beyond discrete-choice options
While decision theories have evolved over the past five decades, their focus has largely
been on choices among a limited number of discrete options, even though many real-world …
been on choices among a limited number of discrete options, even though many real-world …
Using group level factor models to resolve high dimensionality in model-based sampling.
Joint modeling of decisions and neural activation poses the potential to provide significant
advances in linking brain and behavior. However, methods of joint modeling have been …
advances in linking brain and behavior. However, methods of joint modeling have been …
An extension of the shifted Wald model of human response times: Capturing the time dynamic properties of human cognition: Trial-varying Wald model
Despite the ubiquitous nature of evidence accumulation models in cognitive and
experimental psychology, there has been a comparatively limited uptake of such techniques …
experimental psychology, there has been a comparatively limited uptake of such techniques …
Troubleshooting Bayesian cognitive models.
B Baribault, AGE Collins - Psychological Methods, 2023 - psycnet.apa.org
Using Bayesian methods to apply computational models of cognitive processes, or Bayesian
cognitive modeling, is an important new trend in psychological research. The rise of …
cognitive modeling, is an important new trend in psychological research. The rise of …
[HTML][HTML] A cognitive process modeling framework for the ABCD study stop-signal task
Abstract The Adolescent Brain Cognitive Development (ABCD) Study is a longitudinal
neuroimaging study of unprecedented scale that is in the process of following over 11,000 …
neuroimaging study of unprecedented scale that is in the process of following over 11,000 …
Systematic parameter reviews in cognitive modeling: Towards a robust and cumulative characterization of psychological processes in the diffusion decision model
Parametric cognitive models are increasingly popular tools for analyzing data obtained from
psychological experiments. One of the main goals of such models is to formalize …
psychological experiments. One of the main goals of such models is to formalize …
Listening efficiency in adult cochlear-implant users compared with normally-hearing controls at ecologically relevant signal-to-noise ratios
F Perea Pérez, DEH Hartley, PT Kitterick… - Frontiers in Human …, 2023 - frontiersin.org
Introduction Due to having to work with an impoverished auditory signal, cochlear-implant
(CI) users may experience reduced speech intelligibility and/or increased listening effort in …
(CI) users may experience reduced speech intelligibility and/or increased listening effort in …
Identifying relationships between cognitive processes across tasks, contexts, and time
It is commonly assumed that a specific testing occasion (task, design, procedure, etc.)
provides insights that generalize beyond that occasion. This assumption is infrequently …
provides insights that generalize beyond that occasion. This assumption is infrequently …
Joint modelling of latent cognitive mechanisms shared across decision-making domains
Decision-making behavior is often understood using the framework of evidence
accumulation models (EAMs). Nowadays, EAMs are applied to various domains of decision …
accumulation models (EAMs). Nowadays, EAMs are applied to various domains of decision …
Efficient selection between hierarchical cognitive models: Cross-validation with variational Bayes.
Abstract Model comparison is the cornerstone of theoretical progress in psychological
research. Common practice overwhelmingly relies on tools that evaluate competing models …
research. Common practice overwhelmingly relies on tools that evaluate competing models …