CRAN/E | hmcdm

hmcdm

Hidden Markov Cognitive Diagnosis Models for Learning

Installation

About

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.

github.com/tmsalab/hmcdm
Bug report File report

Key Metrics

Version 2.1.1
R ≥ 3.5.0
Published 2023-03-20 400 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks hmcdm results

Downloads

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Maintainer

Maintainer

Sunbeom Kwon

sunbeom2@illinois.edu

Authors

Susu Zhang

aut

Shiyu Wang

aut

Yinghan Chen

aut

Sunbeom Kwon

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

DINA_FOHM
DINA_HO_RT_joint
DINA_HO_RT_sep
HMDCM
NIDA_indept
rRUM_indept

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

hmcdm archive

Depends

R ≥ 3.5.0

Imports

Rcpp ≥ 1.0.0
stats ≥ 3.0.0
bayesplot ≥ 1.9.0
rstantools ≥ 1.0.0

Suggests

knitr
rmarkdown

LinkingTo

Rcpp
RcppArmadillo
progress