caa a22 4500 606242317 CHVBK 20210128101318.0 cr unu---uuuuu 210128e20150601xx s 000 0 eng 10.1007/s11336-013-9396-3 doi (NATIONALLICENCE)springer-10.1007/s11336-013-9396-3 The Lognormal Race: A Cognitive-Process Model of Choice and Latency with Desirable Psychometric Properties [Elektronische Daten] [Jeffrey Rouder, Jordan Province, Richard Morey, Pablo Gomez, Andrew Heathcote] We present a cognitive process model of response choice and response time performance data that has excellent psychometric properties and may be used in a wide variety of contexts. In the model there is an accumulator associated with each response option. These accumulators have bounds, and the first accumulator to reach its bound determines the response time and response choice. The times at which accumulator reaches its bound is assumed to be lognormally distributed, hence the model is race or minima process among lognormal variables. Akey property of the model is that it is relatively straightforward to place a wide variety of models on the logarithm of these finishing times including linear models, structural equation models, autoregressive models, growth-curve models, etc. Consequently, the model has excellent statistical and psychometric properties and can be used in a wide range of contexts, from laboratory experiments to high-stakes testing, to assess performance. We provide a Bayesian hierarchical analysis of the model, and illustrate its flexibility with an application in testing and one in lexical decision making, areading skill. The Psychometric Society, 2014 cognitive psychometrics nationallicence response-times models nationallicence race models nationallicence Rouder Jeffrey University of Missouri, Columbia, MO, USA aut Province Jordan University of Missouri, Columbia, MO, USA aut Morey Richard University of Groningen, Groningen, The Netherlansa aut Gomez Pablo Depaul University, Chicago, IL, USA aut Heathcote Andrew University of Newcastle, Newcastle, Australia aut Psychometrika Springer US; http://www.springer-ny.com 80/2(2015-06-01), 491-513 0033-3123 80:2<491 2015 80 11336 https://doi.org/10.1007/s11336-013-9396-3 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s11336-013-9396-3 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Rouder Jeffrey University of Missouri, Columbia, MO, USA aut NATIONALLICENCE 700 1- Province Jordan University of Missouri, Columbia, MO, USA aut NATIONALLICENCE 700 1- Morey Richard University of Groningen, Groningen, The Netherlansa aut NATIONALLICENCE 700 1- Gomez Pablo Depaul University, Chicago, IL, USA aut NATIONALLICENCE 700 1- Heathcote Andrew University of Newcastle, Newcastle, Australia aut NATIONALLICENCE 773 0- Psychometrika Springer US; http://www.springer-ny.com 80/2(2015-06-01), 491-513 0033-3123 80:2<491 2015 80 11336