Package: cdcatR 1.0.6
Miguel A. Sorrel
cdcatR: Cognitive Diagnostic Computerized Adaptive Testing
Provides a set of functions for conducting cognitive diagnostic computerized adaptive testing applications (Chen, 2009) <doi:10.1007/s11336-009-9123-2>). It includes different item selection rules such us the global discrimination index (Kaplan, de la Torre, and Barrada (2015) <doi:10.1177/0146621614554650>) and the nonparametric selection method (Chang, Chiu, and Tsai (2019) <doi:10.1177/0146621618813113>), as well as several stopping rules. Functions for generating item banks and responses are also provided. To guide item bank calibration, model comparison at the item level can be conducted using the two-step likelihood ratio test statistic by Sorrel, de la Torre, Abad and Olea (2017) <doi:10.1027/1614-2241/a000131>.
Authors:
cdcatR_1.0.6.tar.gz
cdcatR_1.0.6.zip(r-4.5)cdcatR_1.0.6.zip(r-4.4)cdcatR_1.0.6.zip(r-4.3)
cdcatR_1.0.6.tgz(r-4.4-any)cdcatR_1.0.6.tgz(r-4.3-any)
cdcatR_1.0.6.tar.gz(r-4.5-noble)cdcatR_1.0.6.tar.gz(r-4.4-noble)
cdcatR_1.0.6.tgz(r-4.4-emscripten)cdcatR_1.0.6.tgz(r-4.3-emscripten)
cdcatR.pdf |cdcatR.html✨
cdcatR/json (API)
| # Install 'cdcatR' in R: |
| install.packages('cdcatR', repos = c('https://miguel-sorrel.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/miguel-sorrel/cdcatr/issues
- sim180DINA - Simulated data
- sim180GDINA - Simulated data
- sim180combination - Simulated data
Last updated 3 years agofrom:61919e7fb1. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 31 2024 |
| R-4.5-win | OK | Oct 31 2024 |
| R-4.5-linux | OK | Oct 31 2024 |
| R-4.4-win | OK | Oct 31 2024 |
| R-4.4-mac | OK | Oct 31 2024 |
| R-4.3-win | OK | Oct 31 2024 |
| R-4.3-mac | OK | Oct 31 2024 |
Exports:att.plotcdcatcdcat.summarygen.datagen.itembankLR.2step
Dependencies:abindadmiscalabamaarmbase64encBBBHbitbit64bootbslibcachemCDMcdmToolsclarabelcliclueclustercodacodetoolscolorspacecombinatcommonmarkcowplotcrayonCVXRDEoptimdigestdoSNOWECOSolveRfansifarverfastmapfontawesomeforeachfsfungibleGAGDINAggplot2gluegmpGPArotationgtablehtmltoolshttpuvisobanditeratorsjquerylibjsonlitelabelinglaterlatticelavaanlifecyclelme4magrittrMASSMatrixMatrixModelsMBESSmcmcMCMCpackmemoisemgcvmimimeminqamnormtmunsellmvtnormnleqslvnlmenloptrNPCDnumDerivOpenMxosqppbapplypbivnormpbmcapplypbvpillarpkgconfigpolycorpromisespsychquadprogquantregR.methodsS3R6rappdirsRColorBrewerRcppRcppArmadilloRcppEigenRcppParallelRcsdprlangRmpfrrpfRsolnpRSpectrasassscalesscssemsemToolsshinyshinydashboardsirtsnowsourcetoolsSparseMStanHeaderssurvivalTAMtibbletruncnormutf8vctrsviridisLitewithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plots for attribute mastery estimates | att.plot |
| Cognitively based computerized adaptive test application | cdcat |
| Summary information for a 'cdcat' object | cdcat.summary |
| Data generation | gen.data |
| Item bank generation | gen.itembank |
| Item-level model comparison using 2LR test | LR.2step |
| Simulated data (180 items, a combination of DINA, DINO, and A-CDM items) | sim180combination |
| Simulated data (180 items, DINA model) | sim180DINA |
| Simulated data (180 items, G-DINA model) | sim180GDINA |