Modeling Nonlinear Conditional Dependence Between Response Time and Accuracy.

ABSTRACT: The most common process variable available for analysis due to tests presented in a computerized form is response time. Psychometric models have been developed for joint modeling of response accuracy and response time in which response time is an additional source of information about ability and about the underlying response processes. While traditional models assume conditional independence between response time and accuracy given ability and speed latent variables (van der Linden, 2007), recently multiple studies (De Boeck and Partchev, 2012; Meng et al., 2015; Bolsinova et al., 2017a,b) have shown that violations of conditional independence are not rare and that there is more to learn from the conditional dependence between response time and accuracy. When it comes to conditional depen

SUBMITTER: Bolsinova M 

PROVIDER: S-EPMC6137682 | biostudies-literature | 2018

REPOSITORIES: biostudies-literature