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Accumulating advantages: A new conceptualization of rapid multiple choice.
van Ravenzwaaij D, Brown SD, Marley AAJ, Heathcote A. van Ravenzwaaij D, et al. Among authors: heathcote a. Psychol Rev. 2020 Mar;127(2):186-215. doi: 10.1037/rev0000166. Epub 2019 Oct 3. Psychol Rev. 2020. PMID: 31580104
We explore an alternative independent-race framework where more than one accumulator can be associated with each response, and where a response is triggered when a sufficient number of accumulators associated with that response reach their thresholds. Each accumulat …
We explore an alternative independent-race framework where more than one accumulator can be associated with each response, and where a
Parallel probability density approximation.
Lin YS, Heathcote A, Holmes WR. Lin YS, et al. Among authors: heathcote a. Behav Res Methods. 2019 Dec;51(6):2777-2799. doi: 10.3758/s13428-018-1153-1. Behav Res Methods. 2019. PMID: 31471826
This approach provides a practical solution for rapidly approximating probability densities with high precision. In addition to demonstrating this method, we fit a piecewise linear ballistic accumulator model (Holmes, Trueblood, & Heathcote, 2016) to empi …
This approach provides a practical solution for rapidly approximating probability densities with high precision. In addition to demon …
Averaging learning curves across and within participants.
Brown S, Heathcote A. Brown S, et al. Among authors: heathcote a. Behav Res Methods Instrum Comput. 2003 Feb;35(1):11-21. doi: 10.3758/bf03195493. Behav Res Methods Instrum Comput. 2003. PMID: 12723776
QMLE: fast, robust, and efficient estimation of distribution functions based on quantiles.
Brown S, Heathcote A. Brown S, et al. Among authors: heathcote a. Behav Res Methods Instrum Comput. 2003 Nov;35(4):485-92. doi: 10.3758/bf03195527. Behav Res Methods Instrum Comput. 2003. PMID: 14748492 Review.
Quantile maximum likelihood (QML) is an estimation technique, proposed by Heathcote, Brown, and Mewhort (2002), that provides robust and efficient estimates of distribution parameters, typically for response time data, in sample sizes as small as 40 observations. ...Compil …
Quantile maximum likelihood (QML) is an estimation technique, proposed by Heathcote, Brown, and Mewhort (2002), that provides robust …
QMPE: estimating Lognormal, Wald, and Weibull RT distributions with a parameter-dependent lower bound.
Heathcote A, Brown S, Cousineau D. Heathcote A, et al. Behav Res Methods Instrum Comput. 2004 May;36(2):277-90. doi: 10.3758/bf03195574. Behav Res Methods Instrum Comput. 2004. PMID: 15354694
QMPE enables users to estimate parameters for the ex-Gaussian and Gumbel (1958) distributions, along with three "shifted" distributions (i.e., distributions with a parameter-dependent lower bound): the Lognormal, Wald, and Weibul distributions. ...In cases in which CML doe …
QMPE enables users to estimate parameters for the ex-Gaussian and Gumbel (1958) distributions, along with three "shifted" distributions (i.e …
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