Fitting hidden Markov models of learning under the cognitive diagnosis framework. The estimation of the hidden Markov diagnostic classification model, the first order hidden Markov model, the reduced-reparameterized unified learning model, and the joint learning model for responses and response times.
| Version: | 2.1.1 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.0), stats (≥ 3.0.0), bayesplot (≥ 1.9.0), rstantools (≥ 1.0.0) |
| LinkingTo: | Rcpp, RcppArmadillo, progress |
| Suggests: | knitr, rmarkdown |
| Published: | 2023-03-20 |
| DOI: | 10.32614/CRAN.package.hmcdm |
| Author: | Susu Zhang [aut], Shiyu Wang [aut], Yinghan Chen [aut], Sunbeom Kwon [aut, cre] |
| Maintainer: | Sunbeom Kwon <sunbeom2 at illinois.edu> |
| BugReports: | https://github.com/tmsalab/hmcdm/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/tmsalab/hmcdm |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | hmcdm results |
| Reference manual: | hmcdm.html , hmcdm.pdf |
| Vignettes: |
DINA_FOHM (source, R code) DINA_HO_RT_joint (source, R code) DINA_HO_RT_sep (source, R code) HMDCM (source, R code) NIDA_indept (source, R code) rRUM_indept (source, R code) |
| Package source: | hmcdm_2.1.1.tar.gz |
| Windows binaries: | r-devel: hmcdm_2.1.1.zip, r-release: hmcdm_2.1.1.zip, r-oldrel: hmcdm_2.1.1.zip |
| macOS binaries: | r-release (arm64): hmcdm_2.1.1.tgz, r-oldrel (arm64): hmcdm_2.1.1.tgz, r-release (x86_64): hmcdm_2.1.1.tgz, r-oldrel (x86_64): hmcdm_2.1.1.tgz |
| Old sources: | hmcdm archive |
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