Literature DB >> 19001594

EZ does it! Extensions of the EZ-diffusion model.

Eric-Jan Wagenmakers1, Han L J van der Maas, Conor V Dolan, Raoul P P P Grasman.   

Abstract

In this rejoinder, we address two of Ratcliff's main concerns with respect to the EZ-diffusion model (Ratcliff, 2008). First, we introduce "robust-EZ," a mixture model approach to achieve robustness against the presence of response contaminants that might otherwise distort parameter estimates. Second, we discuss an extension of the EZ model that allows the estimation of starting point as an additional parameter. Together with recently developed, user-friendly software programs for fitting the full diffusion model (Vandekerckhove & Tuerlinckx, 2007; Voss & Voss, 2007), the development of the EZ model and its extensions is part of a larger effort to make diffusion model analyses accessible to a broader audience, an effort that is long overdue.

Mesh:

Year:  2008        PMID: 19001594     DOI: 10.3758/PBR.15.6.1229

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  15 in total

1.  Estimating parameters of the diffusion model: approaches to dealing with contaminant reaction times and parameter variability.

Authors:  Roger Ratcliff; Francis Tuerlinckx
Journal:  Psychon Bull Rev       Date:  2002-09

2.  INFERRED COMPONENTS OF REACTION TIMES AS FUNCTIONS OF FOREPERIOD DURATION.

Authors:  R H HOHLE
Journal:  J Exp Psychol       Date:  1965-04

3.  A comparison of sequential sampling models for two-choice reaction time.

Authors:  Roger Ratcliff; Philip L Smith
Journal:  Psychol Rev       Date:  2004-04       Impact factor: 8.934

4.  The efficient computation of the cumulative distribution and probability density functions in the diffusion model.

Authors:  Francis Tuerlinckx
Journal:  Behav Res Methods Instrum Comput       Date:  2004-11

5.  Cortico-basal ganglia circuit mechanism for a decision threshold in reaction time tasks.

Authors:  Chung-Chuan Lo; Xiao-Jing Wang
Journal:  Nat Neurosci       Date:  2006-06-11       Impact factor: 24.884

Review 6.  The diffusion decision model: theory and data for two-choice decision tasks.

Authors:  Roger Ratcliff; Gail McKoon
Journal:  Neural Comput       Date:  2008-04       Impact factor: 2.026

7.  The simplest complete model of choice response time: linear ballistic accumulation.

Authors:  Scott D Brown; Andrew Heathcote
Journal:  Cogn Psychol       Date:  2008-02-20       Impact factor: 3.468

8.  Fast-dm: a free program for efficient diffusion model analysis.

Authors:  Andreas Voss; Jochen Voss
Journal:  Behav Res Methods       Date:  2007-11

9.  The EZ diffusion method: too EZ?

Authors:  Roger Ratcliff
Journal:  Psychon Bull Rev       Date:  2008-12

10.  Diffusion model analysis with MATLAB: a DMAT primer.

Authors:  Joachim Vandekerckhove; Francis Tuerlinckx
Journal:  Behav Res Methods       Date:  2008-02
View more
  24 in total

1.  Anticipatory reconfiguration elicited by fully and partially informative cues that validly predict a switch in task.

Authors:  Frini Karayanidis; Elise L Mansfield; Kasey L Galloway; Janette L Smith; Alexander Provost; Andrew Heathcote
Journal:  Cogn Affect Behav Neurosci       Date:  2009-06       Impact factor: 3.282

Review 2.  Psychological interpretation of the ex-Gaussian and shifted Wald parameters: a diffusion model analysis.

Authors:  Dora Matzke; Eric-Jan Wagenmakers
Journal:  Psychon Bull Rev       Date:  2009-10

3.  Functional modular architecture underlying attentional control in aging.

Authors:  Zachary A Monge; Benjamin R Geib; Rachel E Siciliano; Lauren E Packard; Catherine W Tallman; David J Madden
Journal:  Neuroimage       Date:  2017-05-02       Impact factor: 6.556

4.  On the Relation Between the (Censored) Shifted Wald and the Wiener Distribution as Measurement Models for Choice Response Times.

Authors:  Robert Miller; Stefan Scherbaum; Daniel W Heck; Thomas Goschke; Sören Enge
Journal:  Appl Psychol Meas       Date:  2017-05-30

5.  Using diffusion models to understand clinical disorders.

Authors:  Corey N White; Roger Ratcliff; Michael W Vasey; Gail McKoon
Journal:  J Math Psychol       Date:  2010-02-01       Impact factor: 2.223

6.  Retest reliability of the parameters of the Ratcliff diffusion model.

Authors:  Veronika Lerche; Andreas Voss
Journal:  Psychol Res       Date:  2016-04-23

7.  Bias in the brain: a diffusion model analysis of prior probability and potential payoff.

Authors:  Martijn J Mulder; Eric-Jan Wagenmakers; Roger Ratcliff; Wouter Boekel; Birte U Forstmann
Journal:  J Neurosci       Date:  2012-02-15       Impact factor: 6.167

8.  Task difficulty modulates brain activation in the emotional oddball task.

Authors:  Rachel E Siciliano; David J Madden; Catherine W Tallman; Maria A Boylan; Imke Kirste; Zachary A Monge; Lauren E Packard; Guy G Potter; Lihong Wang
Journal:  Brain Res       Date:  2017-04-01       Impact factor: 3.252

9.  Individual Differences and Fitting Methods for the Two-Choice Diffusion Model of Decision Making.

Authors:  Roger Ratcliff; Russ Childers
Journal:  Decision (Wash D C )       Date:  2015

10.  Variability in proactive and reactive cognitive control processes across the adult lifespan.

Authors:  Frini Karayanidis; Lisa Rebecca Whitson; Andrew Heathcote; Patricia T Michie
Journal:  Front Psychol       Date:  2011-11-08
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.