Package: HighDimenCDM 0.1.0
HighDimenCDM: Stochastic EM Algorithm for High-Dimensional Cognitive Diagnosis Models
Provides stochastic expectation-maximization (stEM) algorithms for estimating high-dimensional cognitive diagnosis models. The package implements stochastic EM algorithms for cognitive diagnosis models with a large number of attributes. It includes estimation functions and example datasets for model fitting and analysis. The methods are described in Ma, W., Wang, K., and Xu, G. (Accepted). "Parameter estimation of cognitive diagnosis models with stochastic EM algorithm." Behaviometrika.
Authors:
HighDimenCDM_0.1.0.tar.gz
HighDimenCDM_0.1.0.zip(r-4.7-x86_64)HighDimenCDM_0.1.0.zip(r-4.7-arm64)HighDimenCDM_0.1.0.zip(r-4.6-x86_64)HighDimenCDM_0.1.0.zip(r-4.6-arm64)HighDimenCDM_0.1.0.zip(r-4.5-x86_64)
HighDimenCDM_0.1.0.tgz(r-4.6-x86_64)HighDimenCDM_0.1.0.tgz(r-4.6-arm64)HighDimenCDM_0.1.0.tgz(r-4.5-x86_64)HighDimenCDM_0.1.0.tgz(r-4.5-arm64)
HighDimenCDM_0.1.0.tar.gz(r-4.7-arm64)HighDimenCDM_0.1.0.tar.gz(r-4.7-x86_64)HighDimenCDM_0.1.0.tar.gz(r-4.6-arm64)HighDimenCDM_0.1.0.tar.gz(r-4.6-x86_64)
HighDimenCDM_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
HighDimenCDM/json (API)
| # Install 'HighDimenCDM' in R: |
| install.packages('HighDimenCDM', repos = c('https://yux91o.r-universe.dev', 'https://cloud.r-project.org')) |
- IPIP - International Personality Item Pool (IPIP) data
- simN2000K10 - Simulated CDM data with 10 attributes
- simN2000K15 - Simulated CDM data with 15 attributes
- simN2000K20 - Simulated CDM data with 20 attributes
- Tan2023 - Mental health CDM data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:33edd71377. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 119 | ||
| linux-devel-x86_64 | OK | 145 | ||
| source / vignettes | OK | 195 | ||
| linux-release-arm64 | OK | 132 | ||
| linux-release-x86_64 | OK | 144 | ||
| macos-release-arm64 | OK | 185 | ||
| macos-release-x86_64 | OK | 237 | ||
| macos-oldrel-arm64 | OK | 175 | ||
| macos-oldrel-x86_64 | OK | 348 | ||
| windows-devel-arm64 | OK | 325 | ||
| windows-devel-x86_64 | OK | 155 | ||
| windows-release-arm64 | OK | 333 | ||
| windows-release-x86_64 | OK | 101 | ||
| windows-oldrel-x86_64 | OK | 90 | ||
| wasm-release | OK | 127 |
Exports:stEM
Dependencies:alabamabase64encbslibcachemclicodacodetoolscommonmarkcpp11digestfarverfastmapfontawesomeforeachfsfuturefuture.applyGDINAggplot2globalsgluegtablehtmltoolshttpuvisobanditeratorsjquerylibjsonlitelabelinglaterlatticelifecyclelistenvmagrittrMASSmemoisemimenloptrnumDerivotelparallellypromisesR6rappdirsRColorBrewerRcppRcppArmadillorlangRsolnpS7sassscalesshinyshinydashboardsourcetoolstruncnormvctrsviridisLitewithrxtable
