Package: GPCMlasso 0.2-0

GPCMlasso: Regularized Explanatory Generalized Partial Credit Models

Fits explanatory generalized partial credit models and related ordinal item response models with global and item-specific covariate effects. Penalized marginal maximum likelihood estimation is used for variable selection, detection of differential item functioning, and clustering of item-specific covariate effects by fusion penalties. The package extends the regularization approach for differential item functioning in generalized partial credit models proposed by Schauberger and Mair (2020) <doi:10.3758/s13428-019-01224-2>.

Authors:Gunther Schauberger [aut, cre]

GPCMlasso_0.2-0.tar.gz
GPCMlasso_0.2-0.zip(r-4.7-x86_64)GPCMlasso_0.2-0.zip(r-4.7-arm64)GPCMlasso_0.2-0.zip(r-4.6-x86_64)GPCMlasso_0.2-0.zip(r-4.6-arm64)GPCMlasso_0.2-0.zip(r-4.5-x86_64)
GPCMlasso_0.2-0.tgz(r-4.6-x86_64)GPCMlasso_0.2-0.tgz(r-4.6-arm64)GPCMlasso_0.2-0.tgz(r-4.5-x86_64)GPCMlasso_0.2-0.tgz(r-4.5-arm64)
GPCMlasso_0.2-0.tar.gz(r-4.7-arm64)GPCMlasso_0.2-0.tar.gz(r-4.7-x86_64)GPCMlasso_0.2-0.tar.gz(r-4.6-arm64)GPCMlasso_0.2-0.tar.gz(r-4.6-x86_64)
GPCMlasso_0.2-0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
GPCMlasso/json (API)

# Install 'GPCMlasso' in R:
install.packages('GPCMlasso', repos = c('https://schaubert.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • tenseness - Tenseness Data from the Freiburg Complaint Checklist
  • tenseness_small - Subset of Tenseness Data from the Freiburg Complaint Checklist

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

openblascppopenmp

1.30 score 9 scripts 728 downloads 3 exports 122 dependencies

Last updated from:4f881e89aa. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK152
linux-devel-x86_64OK181
source / vignettesOK250
linux-release-arm64OK150
linux-release-x86_64OK196
macos-release-arm64OK174
macos-release-x86_64OK468
macos-oldrel-arm64OK143
macos-oldrel-x86_64OK338
windows-devel-arm64OK409
windows-devel-x86_64OK199
windows-release-arm64OK399
windows-release-x86_64OK176
windows-oldrel-x86_64OK152
wasm-releaseOK126

Exports:ctrl_GPCMlassoGPCMlassotrait.posterior

Dependencies:admiscaudiobeeprbriocallrcaretclassclicliprclockclustercodetoolscpp11crayoncubaturedata.tabledcurverDerivdescdiagramdiffobjdigestdplyre1071evaluateexpmfarverforeachfsfuturefuture.applygenericsggplot2globalsgluegowerGPArotationgridExtragtablehardhatipredisobanditeratorsjsonliteKernSmoothlabelinglatticelavalifecyclelistenvltmlubridatemagrittrMASSMatrixmgcvmirtModelMetricsmsmmvtnormnlmennetnumDerivotelparallellypbapplypermutepillarpkgbuildpkgconfigpkgloadplyrpolycorpraisepROCprocessxprodlimprogressrproxypspurrrqs2R.methodsS3R.ooR.utilsR6RColorBrewerRcppRcppArmadilloRcppParallelrecipesreshape2rlangrpartrprojrootS7scalessessioninfoshapeSimDesignsparsevctrssplines2SQUAREMstatmodstringfishstringistringrsurvivalTeachingDemostestthattibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsveganviridisLitewaldowithr