naa a22 4500 510777449 CHVBK 20180411083235.0 cr unu---uuuuu 180411e20130601xx s 000 0 eng 10.3758/s13428-012-0259-0 doi (NATIONALLICENCE)springer-10.3758/s13428-012-0259-0 MPTinR: Analysis of multinomial processing tree models in R [Elektronische Daten] [Henrik Singmann, David Kellen] We introduce MPTinR, a software package developed for the analysis of multinomial processing tree (MPT) models. MPT models represent a prominent class of cognitive measurement models for categorical data with applications in a wide variety of fields. MPTinR is the first software for the analysis of MPT models in the statistical programming language R, providing a modeling framework that is more flexible than standalone software packages. MPTinR also introduces important features such as (1) the ability to calculate the Fisher information approximation measure of model complexity for MPT models, (2) the ability to fit models for categorical data outside the MPT model class, such as signal detection models, (3) a function for model selection across a set of nested and nonnested candidate models (using several model selection indices), and (4) multicore fitting. MPTinR is available from the Comprehensive R Archive Network at http://cran.r-project.org/web/packages/MPTinR/ . Psychonomic Society, Inc., 2013 MPT models nationallicence R nationallicence Software nationallicence Fisher information nationallicence Singmann Henrik Institut für Psychologie, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany aut Kellen David Institut für Psychologie, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany aut Behavior Research Methods Springer-Verlag 45/2(2013-06-01), 560-575 45:2<560 2013 45 13428 https://doi.org/10.3758/s13428-012-0259-0 text/html Onlinezugriff via DOI 1 research-article jats NATIONALLICENCE 856 40 https://doi.org/10.3758/s13428-012-0259-0 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Singmann Henrik Institut für Psychologie, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany aut NATIONALLICENCE 700 1- Kellen David Institut für Psychologie, Albert-Ludwigs-Universität Freiburg, Freiburg, Germany aut NATIONALLICENCE 773 0- Behavior Research Methods Springer-Verlag 45/2(2013-06-01), 560-575 45:2<560 2013 45 13428 Metadata rights reserved Springer special CC-BY-NC licence nationallicence BK010053 XK010053 XK010000 NATIONALLICENCE NATIONALLICENCE NL-springer