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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 …
Vision for the blind: Visual psychophysics and blinded inference for decision models
Evidence accumulation models like the diffusion model are increasingly used by
researchers to identify the contributions of sensory and decisional factors to the speed and …
researchers to identify the contributions of sensory and decisional factors to the speed and …
Modeling evidence accumulation decision processes using integral equations: Urgency-gating and collapsing boundaries.
Diffusion models of evidence accumulation have successfully accounted for the distributions
of response times and choice probabilities from many experimental tasks, but recently their …
of response times and choice probabilities from many experimental tasks, but recently their …
A unified theory of discrete and continuous responding.
Understanding the cognitive processes underlying choice requires theories that can
disentangle the representation of stimuli from the processes that map these representations …
disentangle the representation of stimuli from the processes that map these representations …
A geometric framework for modeling dynamic decisions among arbitrarily many alternatives
Multiple-choice and continuous-response tasks pose a number of challenges for models of
the decision process, from empirical challenges like context effects to computational …
the decision process, from empirical challenges like context effects to computational …
Modeling continuous outcome color decisions with the circular diffusion model: Metric and categorical properties.
The circular diffusion model is extended to provide a theory of the speed and accuracy of
continuous outcome color decisions and used to characterize eye-movement decisions …
continuous outcome color decisions and used to characterize eye-movement decisions …
EZ-CDM: Fast, simple, robust, and accurate estimation of circular diffusion model parameters
The investigation of cognitive processes that form the basis of decision-making in paradigms
involving continuous outcomes has gained the interest of modeling researchers who aim to …
involving continuous outcomes has gained the interest of modeling researchers who aim to …
Reconciling similarity across models of continuous selections.
Recently developed models of decision-making have provided accounts of the cognitive
processes underlying choice on tasks where responses can fall along a continuum, such as …
processes underlying choice on tasks where responses can fall along a continuum, such as …
Diffusion theory of the antipodal “shadow” mode in continuous-outcome, coherent-motion decisions.
Continuous-outcome decisions, in which responses are made on continuous scales, are
increasingly used to study perception and memory for stimulus attributes like color …
increasingly used to study perception and memory for stimulus attributes like color …
Linking the diffusion model and general recognition theory: Circular diffusion with bivariate-normally distributed drift rates
The circular diffusion model is a model of continuous outcome decisions, which are modeled
as evidence accumulation by a two-dimensional Wiener diffusion process on the interior of a …
as evidence accumulation by a two-dimensional Wiener diffusion process on the interior of a …