Package: irtpwr 1.0.3.9000

irtpwr: Power Analysis for IRT Models Using the Wald, LR, Score, and Gradient Statistics

Implementation of analytical and sampling-based power analyses for the Wald, likelihood ratio (LR), score, and gradient tests. Can be applied to item response theory (IRT) models that are fitted using marginal maximum likelihood estimation. The methods are described in our paper (Zimmer et al. (2022) <doi:10.1007/s11336-022-09883-5>).

Authors:Felix Zimmer [aut, cre], Rudolf Debelak [aut], Jan Radek [ctb]

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irtpwr/json (API)
NEWS

# Install 'irtpwr' in R:
install.packages('irtpwr', repos = c('https://flxzimmer.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/flxzimmer/irtpwr/issues

On CRAN:

5 exports 1 stars 1.26 score 84 dependencies 9 scripts 281 downloads

Last updated 6 months agofrom:faa97fd860. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 08 2024
R-4.5-winOKSep 08 2024
R-4.5-linuxOKSep 08 2024
R-4.4-winOKSep 08 2024
R-4.4-macOKSep 08 2024
R-4.3-winOKSep 08 2024
R-4.3-macOKSep 08 2024

Exports:calc.timeirtpwrload.functionspars.longsetup.hypothesis

Dependencies:audiobeeprbriocallrcliclustercodetoolscolorspacecrayoncurldcurverdeldirDerivdescdiffobjdigestdplyrevaluatefansifarverfsfuturefuture.applygenericsggplot2globalsglueGPArotationgridExtragtableisobandjsonlitelabelinglatticelifecyclelistenvmagrittrMASSMatrixmgcvmirtmunsellnlmeparallellypbapplypermutepillarpkgbuildpkgconfigpkgloadpolyclippraiseprocessxprogressrpsR.methodsS3R.ooR.utilsR6RColorBrewerRcppRcppArmadillorematch2rlangrprojrootRPushbulletscalessessioninfoSimDesignsnowspatstat.dataspatstat.geomspatstat.randomspatstat.univarspatstat.utilstestthattibbletidyselectutf8vctrsveganviridisLitewaldowithr

Adding Hypotheses

Rendered fromadding_hypotheses.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2022-11-09
Started: 2021-03-05

Demo

Rendered fromdemo.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2022-11-07
Started: 2020-11-02

Hypothesis Templates

Rendered fromhypothesis_templates.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2023-09-07
Started: 2022-11-02

Power Analysis for the Wald, LR, Score, and Gradient Tests using irtpwr

Rendered frompower_analysis.Rmdusingknitr::rmarkdownon Sep 08 2024.

Last update: 2023-09-29
Started: 2023-09-07