Modeling simple decisions and applications using a diffusion model
R Ratcliff, P Smith - 2015 - academic.oup.com
The diffusion model is one of the major sequential-sampling models for two-choice decision-
making and choice response time in psychology. The model conceives of decision-making …
making and choice response time in psychology. The model conceives of decision-making …
An introduction to the diffusion model of decision-making
PL Smith, R Ratcliff - An introduction to model-based cognitive …, 2023 - Springer
The diffusion model assumes that two-choice decisions are made by accumulating
successive samples of noisy evidence to a response criterion. The model has a pair of …
successive samples of noisy evidence to a response criterion. The model has a pair of …
Modeling regularities in response time and accuracy data with the diffusion model
Diffusion models for simple two-choice decision making have achieved prominence in
psychology and neuroscience. The standard model views decision making as a process in …
psychology and neuroscience. The standard model views decision making as a process in …
The diffusion decision model: theory and data for two-choice decision tasks
R Ratcliff, G McKoon - Neural computation, 2008 - ieeexplore.ieee.org
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 …
Diffusion decision model: Current issues and history
There is growing interest in diffusion models to represent the cognitive and neural processes
of speeded decision making. Sequential-sampling models like the diffusion model have a …
of speeded decision making. Sequential-sampling models like the diffusion model have a …
Time-varying boundaries for diffusion models of decision making and response time
Diffusion models are widely-used and successful accounts of the time course of two-choice
decision making. Most diffusion models assume constant boundaries, which are the …
decision making. Most diffusion models assume constant boundaries, which are the …
[PDF][PDF] Diffusion and random walk processes
PL Smith, R Ratcliff - International encyclopedia of the social & behavioral …, 2015 - u.osu.edu
Diffusion and random walk processes comprise one of the main classes of sequential-
sampling models for decision making and choice response time in psychology. The models …
sampling models for decision making and choice response time in psychology. The models …
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 …
Sequential sampling models with variable boundaries and non-normal noise: A comparison of six models
One of the most prominent response-time models in cognitive psychology is the diffusion
model, which assumes that decision-making is based on a continuous evidence …
model, which assumes that decision-making is based on a continuous evidence …
Sequential sampling models in cognitive neuroscience: Advantages, applications, and extensions
BU Forstmann, R Ratcliff… - Annual review of …, 2016 - annualreviews.org
Sequential sampling models assume that people make speeded decisions by gradually
accumulating noisy information until a threshold of evidence is reached. In cognitive …
accumulating noisy information until a threshold of evidence is reached. In cognitive …