Published by the Foundation for Open Access Statistics
Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
PerFit: An R Package for Person-Fit Analysis in IRT | Tendeiro | Journal of Statistical Software
Authors: Jorge N. Tendeiro, Rob R. Meijer, A. Susan M. Niessen
Title: PerFit: An R Package for Person-Fit Analysis in IRT
Abstract: Checking the validity of test scores is important in both educational and psychological measurement. Person-fit analysis provides several statistics that help practitioners assessing whether individual item score vectors conform to a prespecified item response theory model or, alternatively, to a group of test takers. Software enabling easy access to most person-fit statistics was lacking up to now. The PerFit R package was written in order to fill in this void. A theoretical overview of relatively simple person-fit statistics is provided. A practical guide showing how the main functions of PerFit can be used is also given. Both numerical and graphical tools are described and illustrated using examples. The goal is to show how person-fit statistics can be easily applied to testing of questionnaire data.

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Paper: PerFit: An R Package for Person-Fit Analysis in IRT     Download PDF (Downloads: 1338)
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PerFit_1.4.1.tar.gz: R source package Download (Downloads: 55; 51KB)
v74i05.R: R replication code Download (Downloads: 53; 4KB)

DOI: 10.18637/jss.v074.i05

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.