On the mean and variance of response times under the diffusion model with an application to parameter estimation

DOI10.1016/j.jmp.2009.01.006zbMath1159.91476OpenAlexW2129343478MaRDI QIDQ1015242

Han L. J. van der Maas, Raoul P. P. P. Grasman, Eric‐Jan Wagenmakers

Publication date: 7 May 2009

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmp.2009.01.006

zbMATH Keywords

estimationstochastic processesdiffusion modelreaction time/response timeresponse time meanresponse time variance

Mathematics Subject Classification ID

Cognitive psychology (91E10)

Related Items (4)

Evaluating the model fit of diffusion models with the root mean square error of approximation ⋮ Fast and accurate calculations for first-passage times in Wiener diffusion models ⋮ Explicit moments of decision times for single- and double-threshold drift-diffusion processes ⋮ Audiovisual detection at different intensities and delays

Uses Software

• covRobust
• QMLE

Cites Work

• A fast numerical algorithm for the estimation of diffusion model parameters
• Fundamental derivations form decision field theory
• On the relation between the mean and the variance of a diffusion model response time distribution
• Models for choice-reaction time
• `` Direct Search Solution of Numerical and Statistical Problems
• Nearest-Neighbor Variance Estimation (NNVE)
• Asymptotically distribution‐free methods for the analysis of covariance structures
• Handbook of stochastic methods for physics, chemistry and natural sciences.
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