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Models for the statistics and mechanisms of response speed and accuracy
Authors:Michael?J.?Wenger  mailto:mjw@psu.edu"   title="  mjw@psu.edu"   itemprop="  email"   data-track="  click"   data-track-action="  Email author"   data-track-label="  "  >Email author
Affiliation:(1) Department of Psychology, The Pennsylvania State University, 620 Moore Building, University Park, PA 16802, USA
Abstract:
Van Breukelen offers a promising method for modeling both response speed and response accuracy. However, the underlying conception of both dependent measures is somewhat flawed, leading the author to conclude that the approach possesses limitations that, under revised assumptions, may not hold. The central misconception, and a set of related misconceptions, is addressed, and it is suggested that this approach holds a good deal of promise for application in the perceptual and cognitive sciences.
Keywords:time limit tests  conditional accuracy function  speed-accuracy tradeoff  conditional logistic regression  Cox regression  mixed regression  multilevel analysis  latent trait  mental rotation  mathematical models  perception  cognition  speed-accuracy relations
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