The speed-accuracy tradeoff: history, physiology, methodology, and behavior
RP Heitz - Frontiers in neuroscience, 2014 - frontiersin.org
There are few behavioral effects as ubiquitous as the speed-accuracy tradeoff (SAT). From
insects to rodents to primates, the tendency for decision speed to covary with decision …
insects to rodents to primates, the tendency for decision speed to covary with decision …
The diffusion decision model: theory and data for two-choice decision tasks
The diffusion decision model allows detailed explanations of behavior in two-choice
discrimination tasks. In this article, the model is reviewed to show how it translates …
discrimination tasks. In this article, the model is reviewed to show how it translates …
Evidence that ageing yields improvements as well as declines across attention and executive functions
Many but not all cognitive abilities decline during ageing. Some even improve due to lifelong
experience. The critical capacities of attention and executive functions have been widely …
experience. The critical capacities of attention and executive functions have been widely …
Small is beautiful: In defense of the small-N design
The dominant paradigm for inference in psychology is a null-hypothesis significance testing
one. Recently, the foundations of this paradigm have been shaken by several notable …
one. Recently, the foundations of this paradigm have been shaken by several notable …
Diffusion models in experimental psychology
Abstract Stochastic diffusion models (Ratcliff, 1978) can be used to analyze response time
data from binary decision tasks. They provide detailed information about cognitive …
data from binary decision tasks. They provide detailed information about cognitive …
An EZ-diffusion model for response time and accuracy
The EZ-diffusion model for two-choice response time tasks takes mean response time, the
variance of response time, and response accuracy as inputs. The model transforms these …
variance of response time, and response accuracy as inputs. The model transforms these …
Psychological interpretation of the ex-Gaussian and shifted Wald parameters: A diffusion model analysis
A growing number of researchers use descriptive distributions such as the ex-Gaussian and
the shifted Wald to summarize response time data for speeded two-choice tasks. Some of …
the shifted Wald to summarize response time data for speeded two-choice tasks. Some of …
A model of the go/no-go task.
In this article, the first explicit, theory-based comparison of 2-choice and go/no-go variants of
3 experimental tasks is presented. Prior research has questioned whether the underlying …
3 experimental tasks is presented. Prior research has questioned whether the underlying …
The effects of aging on the speed–accuracy compromise: Boundary optimality in the diffusion model.
We evaluated age-related differences in the optimality of decision boundary settings in a
diffusion model analysis. In the model, the width of the decision boundary represents the …
diffusion model analysis. In the model, the width of the decision boundary represents the …
Annual research review: Reaction time variability in ADHD and autism spectrum disorders: Measurement and mechanisms of a proposed trans‐diagnostic phenotype
Background Intraindividual variability in reaction time (RT) has received extensive
discussion as an indicator of cognitive performance, a putative intermediate phenotype of …
discussion as an indicator of cognitive performance, a putative intermediate phenotype of …