Umfang:
xv, 306 Seiten
,
Diagramme
Ausgabe:
First edition
ISBN:
9781032265582
,
9781138710467
Serie:
Chapman & Hall/CRC statistics in the social and behavioral sciences series
Inhalt:
The Rasch model -- Parameter estimation -- Test evaluation -- Basic R usage -- R package eRm -- R package mirt -- R package TAM -- R interface to Stan -- Extensions to the Rasch model -- Models for polytomous responses -- Outlook on special applications.
Inhalt:
"This book offers a clear, comprehensive introduction to the Rasch model along with practical examples in the free, open-source software R. It is accessible for readers without a background in psychometrics or statistics, while also providing detailed explanations of the relevant mathematical and statistical concepts for readers who want to gain a deeper understanding. Its worked examples in R demonstrate how to apply the methods to real-world examples and how to interpret the resulting output. In addition to motivating and presenting the Rasch model, the book covers different methods for parameter estimation and for assessing fit and differential item functioning (DIF). While focusing on the Rasch model, it also addresses a variety of other dichotomous and polytomous Rasch and item response theory (IRT) models, such as two-parameter logistic (2PL) and Partial Credit models, and extensions, including mixture Rasch models and computerized adaptive testing (CAT). Theory is presented in a self-contained way. All necessary mathematical and statistical background is contained in the chapters and appendices. The book also provides detailed, step-by-step instructions for getting started with R and using the eRm, mirt, TAM and rstan packages for fitting Rasch models"--
Anmerkung:
Literaturverzeichnis: Seite 289-299
Weitere Ausg.:
10.1201/9781315200620
Weitere Ausg.:
ISBN 9781315200620
Weitere Ausg.:
Erscheint auch als Online-Ausgabe Debelak, Rudolf An introduction to the Rasch Model with examples in R Boca Raton : CRC Press, Taylor & Francis Group, 2022 ISBN 9781351779616
Weitere Ausg.:
Erscheint auch als Online-Ausgabe Debelak, Rudolf An introduction to the Rasch model with examples in R Boca Raton : CRC Press, Taylor & Francis Group, 2020 ISBN 9781315200620
Weitere Ausg.:
ISBN 1315200627
Weitere Ausg.:
ISBN 9781351779609
Weitere Ausg.:
ISBN 1351779605
Weitere Ausg.:
ISBN 9781351779616
Weitere Ausg.:
ISBN 1351779613
Weitere Ausg.:
ISBN 9781351779623
Weitere Ausg.:
ISBN 1351779621
Sprache:
Englisch
Fachgebiete:
Psychologie
Schlagwort(e):
R
;
Rasch-Modell
Mehr zum Autor:
Strobl, Carolin 1978-
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