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mstDIF (version 0.1.7)

A Collection of DIF Tests for Multistage Tests

Description

A collection of statistical tests for the detection of differential item functioning (DIF) in multistage tests. Methods entail logistic regression, an adaptation of the simultaneous item bias test (SIBTEST), and various score-based tests. The presented tests provide itemwise test for DIF along categorical, ordinal or metric covariates. Methods for uniform and non-uniform DIF effects are available depending on which method is used.

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Version

Install

install.packages('mstDIF')

Monthly Downloads

237

Version

0.1.7

License

GPL-2 | GPL-3

Maintainer

Rudolf Debelak

Last Published

December 2nd, 2022

Functions in mstDIF (0.1.7)

toydata

A Toy Example of 1000 Respondents Working on a Multistage Test
log_reg

A logistic regression DIF test for MSTs
bootstrap_sctest

A score-based DIF test using the parametric bootstrap approach.
permutation_sctest

A score-based DIF test using the permutation approach.
mstDIF

A general function to detect differential item functioning (DIF) in multistage tests (MSTs)
mstSIB

The mstSIB test for MSTs
mstDIF-Methods

Methods for the mstDIF-class
mstDIF-package

mstDIF: A Collection of Statistical Tests for DIF Detection in Multistage Tests