Package: HighDimenCDM
Type: Package
Title: Stochastic EM Algorithm for High-Dimensional Cognitive Diagnosis
        Models
Version: 0.1.0
Authors@R: c(person(given = "Yuxuan", family = "Mei", role = c("aut", "cre"),
    email = "mei00060@umn.edu"),
    person(given = "Wenchao", family = "Ma", role = c("aut"),
    email = "wma@umn.edu"),
    person(given = "Kevin", family = "Wang", role = c("aut"),
    email = "kaiyuanw@umich.edu"),
    person(given = "Gongjun", family = "Xu", role = c("aut"),
    email = "gongjun@umich.edu"))
Author: Yuxuan Mei [aut, cre], Wenchao Ma [aut], Kevin Wang [aut],
        Gongjun Xu [aut]
Maintainer: Yuxuan Mei <mei00060@umn.edu>
Description: 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.
License: GPL-3
LazyData: TRUE
Depends: R (>= 3.5)
Imports: coda, GDINA, Rcpp (>= 0.12.1)
Suggests:
LinkingTo: Rcpp, RcppArmadillo
Encoding: UTF-8
NeedsCompilation: yes
Config/roxygen2/version: 8.0.0
RoxygenNote: 8.0.0
Packaged: 2026-09-24 09:43:12 UTC; root
Config/pak/sysreqs: cmake make libuv1-dev zlib1g-dev
Repository: https://yux91o.r-universe.dev
Date/Publication: 2026-07-24 10:10:05 UTC
RemoteUrl: https://github.com/cran/HighDimenCDM
RemoteRef: HEAD
RemoteSha: 33edd713770b7c81f8849d5386f9f5f5c776e125