Estimating parameters of the diffusion model
Approaches to dealing with contaminant reaction times and parameter variability
Bibliographic Data
| ID | 23338331 |
|---|---|
| Authors | Roger Ratcliff (0000-0001-9657-0814, Northwestern University, corresponding author), Francis Tuerlinckx (0000-0002-1775-7654, KU Leuven) |
| Year | 2002 |
| Volume | 9 |
| Issue | 3 |
| Pages | 438-481 |
| Publication date | 2002-09-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Psychonomic Bulletin & Review (JOURNAL) |
| Journal identifiers | ISSN: 1069-9384 • E-ISSN: 1531-5320 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.3758/bf03196302 |
| PMID | 12412886 |
| OpenAlex | W2006388199 |
| Language | EN |
| Citations received | 66 |
| References cited | 48 |
Diffusion · Estimation theory · Least-squares function approximation · Maximum likelihood · Model parameter · Process (computing) · Square (algebra) · Standard deviation · Statistics · Thermodynamics · Advanced Neuroimaging Techniques and Applications · Applied Mathematics · Computer Science · Mathematics · Statistical Methods and Bayesian Inference
HDDM
Anxiety enhances threat processing without competition among multiple inputs
Emotion perception in habitual players of action video games
The effect of perceptual organization on numerical and preference-based decisions shows inter-subject correlation
Two-stage dynamic signal detection
The physics of optimal decision making
Diffusion Models in Experimental Psychology
Diffusion Decision Model
A Comparison of Sequential Sampling Models for Two-Choice Reaction Time.
The speed-accuracy tradeoff
The Diffusion Decision Model
The simplest complete model of choice response time
OCD Influences Evidence Accumulation During Decision Making in Males but Not Females During Perceptual and Value-Driven Choice
Association between mental health symptoms and behavioral performance in younger vs. older online workers
Advancing Research on Cognitive Processes in Social and Personality Psychology
Pedestrians’ road-crossing decisions
Ten years Diffusion Model for Conflict (DMC) tasks
Parameter identifiability in evidence-accumulation models
An EZ Bayesian hierarchical drift diffusion model for response time and accuracy
A framework for building cognitive process models
The effect of speed-stress on driving behavior
Sequential sampling models without random between-trial variability
A revised diffusion model for conflict tasks
An extension of the shifted Wald model of human response times
Neither measurement error nor speed–accuracy trade-offs explain the difficulty of establishing attentional control as a psychometric construct
The neural implausibility of the diffusion decision model doesn’t matter for cognitive psychometrics, but the Ornstein-Uhlenbeck model is better
Investigating mechanisms of the attentional repulsion effect
Ez-CDM
Ambiguity preferences in intertemporal and risky choice
People are at least as good at optimizing reward rate under equivalent fixed-trial compared to fixed-time conditions
Does allowing for changes of mind influence initial responses
All types of recognition errors are (at least partly) attributable to misleading memory evidence, even false alarms
“Reliable organisms from unreliable components” revisited
Memory error speed predicts subsequent accuracy for recognition misses but not false alarms
Context ameliorates but does not eliminate garden-pathing
Hypervigilance strikes a balance between external and internal attention
Implementation of the diffusion model on dot-probe task performance in children with behavioral inhibition
Stimulus valence moderates self-learning
Eliciting social approach-avoidance conflict within a novel experimental paradigm
Integrated diffusion models for distance effects in number memory
Double responding
Modeling the interaction of numerosity and perceptual variables with the diffusion model
Response time modelling reveals evidence for multiple, distinct sources of moral decision caution
Sticky me
Bias and noise in proportion estimation
Thinking more or thinking differently? Using drift-diffusion modeling to illuminate why accuracy prompts decrease misinformation sharing
Response error and processing biases in confidence judgment
Parts of me
Unconscious temporal attention induced by invisible temporal association cues
Slow and steady? Strategic adjustments in response caution are moderately reliable and correlate across tasks
Learning about me and you
The temporal profile of self-prioritization
Threat-related attention bias in socioemotional development
The Influence of Pain-Related Expectations on Intensity Perception of Nonpainful Somatosensory Stimuli
Minimum Distance Estimation of Multidimensional Diffusion-Based Item Response Theory Models
Social mindfulness is associated with reduced self-bias
Exploring the Limits and Sources of Sequential Modulations in Backward Crosstalk
Effects of specific negative emotions on the retrieval dynamics underlying recognition memory decisions
A hierarchical-drift diffusion model of the roles of hunger, caloric density and valence in food selection
Children's inhibitory control abilities in the presence of rewards are related to weight status and eating in the absence of hunger
Response times in economics
Interpreting ambiguous stimuli
Reconciling age-related changes in behavioural and neural indices of human perceptual decision-making
Idiosyncratic choice bias naturally emerges from intrinsic stochasticity in neuronal dynamics
Neurocomputational mechanisms of prior-informed perceptual decision-making in humans
Gaze bias differences capture individual choice behaviour
The advanced theory of statistics
Diffusion and Random Walk Processes
Linear Statistical Inference and its Applications
Decision field theory
Multialternative decision field theory
A Comparison of Sequential Sampling Models for Two-Choice Reaction Time.
A theory of memory retrieval.
A Simplex Method for Function Minimization
Modeling Response Times for Two-Choice Decisions
Obtaining meaningful results from Fourier deconvolution of reaction time data
Fundamental derivations from decision field theory
Methods for dealing with reaction time outliers
Group reaction time distributions and an analysis of distribution statistics
| Unique citing works | 66 |
|---|---|
| Citations per year | 3 |
| Citation span | 2004 - 2026 (23) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 62 |