https://github.com/tmsalab/hmcdm

R package for fitting hidden Markov cognitive diagnosis models for learning.
https://github.com/tmsalab/hmcdm

cognitive-diagnostic-models psychometrics r rcpp rcpparmadillo

Last synced: 26 days ago
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R package for fitting hidden Markov cognitive diagnosis models for learning.

• Host: GitHub
• URL: https://github.com/tmsalab/hmcdm
• Owner: tmsalab
• Created: 2018-03-29T03:42:25.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2023-03-20T21:28:51.000Z (almost 2 years ago)
• Last Synced: 2024-03-26T10:03:10.069Z (10 months ago)
• Topics: cognitive-diagnostic-models, psychometrics, r, rcpp, rcpparmadillo
• Language: C++
• Homepage: https://tmsalab.github.io/hmcdm
• Size: 22.9 MB
• Stars: 6
• Watchers: 2
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.Rmd

Awesome Lists containing this project

README

        
---

output: github_document

---

```{r, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "man/figures/README-",

  out.width = "100%"

)

```

# hmcdm

[![R-CMD-check](https://github.com/tmsalab/hmcdm/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/tmsalab/hmcdm/actions/workflows/R-CMD-check.yaml)

[![Package-License](http://img.shields.io/badge/license-GPL%20(%3E=2)-brightgreen.svg?style=flat)](http://www.gnu.org/licenses/gpl-2.0.html)

The goal of `hmcdm` is to provide an implementation of Hidden Markov Cognitive Diagnosis Models for Learning.

## Installation

You can install `hmcdm` from CRAN using:

```{r cran-installation, eval = FALSE}

install.packages("hmcdm")

```

Or, you can be on the cutting-edge development version on GitHub using:

```{r gh-installation, eval = FALSE}

if(!requireNamespace("remotes")) install.packages("remotes")

remotes::install_github("tmsalab/hmcdm")

```

## Usage

To use `hmcdm`, load the package using:

```{r example, eval = FALSE}

library("hmcdm")

```

## Authors

Susu Zhang, Shiyu Wang, Yinghan Chen, and Sunbeom Kwon

## Citing the hmcdm package

To ensure future development of the package, please cite `hmcdm`

package if used during an analysis or simulation study. Citation information

for the package may be acquired by using in *R*:

```{r, eval = FALSE}

citation("hmcdm")

```

## License

GPL (>= 2)