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.pdf |
Vignettes: |
DINA_FOHM DINA_HO_RT_joint DINA_HO_RT_sep HMDCM NIDA_indept rRUM_indept |
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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