Introduction | The first steps | The logistic regression DIF test | The mstSIB test | The Score-Based DIF test | Permutation and Bootstrap DIF tests | Conclusion
Package: mstDIF 0.1.8
mstDIF: A Collection of DIF Tests for Multistage Tests
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.
Authors:
mstDIF_0.1.8.tar.gz
mstDIF_0.1.8.zip(r-4.7)mstDIF_0.1.8.zip(r-4.6)mstDIF_0.1.8.zip(r-4.5)
mstDIF_0.1.8.tgz(r-4.6-any)mstDIF_0.1.8.tgz(r-4.5-any)
mstDIF_0.1.8.tar.gz(r-4.7-any)mstDIF_0.1.8.tar.gz(r-4.6-any)
mstDIF_0.1.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
mstDIF/json (API)
| # Install 'mstDIF' in R: |
| install.packages('mstDIF', repos = c('https://rdebelak.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rdebelak/mstdif/issues
Datasets:
- toydata - A Toy Example of 1000 Respondents Working on a Multistage Test
Last updated from:83c4ef5128. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 188 | ||
| source / vignettes | OK | 244 | ||
| linux-release-x86_64 | OK | 193 | ||
| macos-release-arm64 | OK | 160 | ||
| macos-oldrel-arm64 | OK | 205 | ||
| windows-devel | OK | 107 | ||
| windows-release | OK | 169 | ||
| windows-oldrel | OK | 127 | ||
| wasm-release | OK | 124 |
Exports:bootstrap_sctestlog_regmstDIFmstSIBpermutation_sctest
Dependencies:audiobeeprbriocallrclassclicliprclustercodetoolscolorspacecrayondcurverDerivdescdiffobjdigestdplyre1071eRmevaluateexpmfsfuturefuture.applygenericsglobalsglueGPArotationgridExtragtablejsonlitelatticelifecyclelistenvmagrittrMASSMatrixmgcvmiraimirtmnormtnanonextnlmeotelparallellypbapplypermutepillarpkgbuildpkgconfigpkgloadPPpraiseprocessxprogressrproxypspsychqs2R.methodsS3R.ooR.utilsR6RcppRcppArmadilloRcppParallelrlangrprojrootsandwichscDIFtestsessioninfoSimDesignsplines2stringfishstrucchangetestthattibbletidyselectutf8vctrsveganwaldowithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A score-based DIF test using the parametric bootstrap approach. | bootstrap_sctest |
| A logistic regression DIF test for MSTs | log_reg |
| A general function to detect differential item functioning (DIF) in multistage tests (MSTs) | mstDIF mstDIF.AllModelClass mstDIF.default mstDIF.dRm |
| Methods for the mstDIF-class | mstDIF-Methods print.mstDIF summary.mstDIF |
| The mstSIB test for MSTs | mstSIB |
| A score-based DIF test using the permutation approach. | permutation_sctest |
| A Toy Example of 1000 Respondents Working on a Multistage Test | toydata |
