Package: NPCDTools 1.0

NPCDTools: The Nonparametric Classification Methods for Cognitive Diagnosis

Statistical tools for analyzing cognitive diagnosis (CD) data collected from small settings using the nonparametric classification (NPCD) framework. The core methods of the NPCD framework includes the nonparametric classification (NPC) method developed by Chiu and Douglas (2013) <doi:10.1007/s00357-013-9132-9> and the general NPC (GNPC) method developed by Chiu, Sun, and Bian (2018) <doi:10.1007/s11336-017-9595-4> and Chiu and Köhn (2019) <doi:10.1007/s11336-019-09660-x>. An extension of the NPCD framework included in the package is the nonparametric method for multiple-choice items (MC-NPC) developed by Wang, Chiu, and Koehn (2023) <doi:10.3102/10769986221133088>. Functions associated with various extensions concerning the evaluation, validation, and feasibility of the CD analysis are also provided. These topics include the completeness of Q-matrix, Q-matrix refinement method, as well as Q-matrix estimation.

Authors:Chia-Yi Chiu [aut, cph], Weixuan Xiao [aut, cre], Xiran Wen [aut], Yu Wang [aut]

NPCDTools_1.0.tar.gz
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NPCDTools_1.0.tgz(r-4.4-any)NPCDTools_1.0.tgz(r-4.3-any)
NPCDTools_1.0.tar.gz(r-4.5-noble)NPCDTools_1.0.tar.gz(r-4.4-noble)
NPCDTools_1.0.tgz(r-4.4-emscripten)NPCDTools_1.0.tgz(r-4.3-emscripten)
NPCDTools.pdf |NPCDTools.html
NPCDTools/json (API)

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

Peer review:

On CRAN:

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

1.00 score 210 downloads 11 exports 101 dependencies

Last updated 2 months agofrom:2d5bd75bfc. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 25 2024
R-4.5-winOKOct 25 2024
R-4.5-linuxOKOct 25 2024
R-4.4-winOKOct 25 2024
R-4.4-macOKOct 25 2024
R-4.3-winOKOct 25 2024
R-4.3-macOKOct 25 2024

Exports:AARbestQpermcorrection.rateGNPCNPCPARQ.generateQRretention.rateRRTSQE

Dependencies:alabamaaudiobase64encBBbeeprbriobslibcachemcallrclicodetoolscolorspacecommonmarkcrayoncurldescdiffobjdigestdplyrevaluatefansifarverfastmapfontawesomefsfuturefuture.applyGDINAgenericsggplot2globalsglueGPArotationgtablegtoolshtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclelistenvmagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmenloptrNPCDnumDerivparallellypbapplypillarpkgbuildpkgconfigpkgloadpraiseprocessxprogressrpromisespspsychquadprogR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcppRcppArmadillorematch2rlangrprojrootRPushbulletRsolnpsassscalessessioninfoshinyshinydashboardSimDesignsnowsourcetoolstestthattibbletidyselecttruncnormutf8vctrsviridisLitewaldowithrxtable