Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/tmsalab/edina
Perform a Bayesian estimation of the Exploratory Deterministic Input, Noisy “And” Gate (EDINA) cognitive diagnostic model described by Chen et al. (2018) <doi:10.1007/s11336-017-9579-4>
https://github.com/tmsalab/edina
cognitive-diagnostic-models cpp dina ecdm item-response-theory psychometrics r rcpparmadillo rstats
Last synced: 7 days ago
JSON representation
Perform a Bayesian estimation of the Exploratory Deterministic Input, Noisy “And” Gate (EDINA) cognitive diagnostic model described by Chen et al. (2018) <doi:10.1007/s11336-017-9579-4>
- Host: GitHub
- URL: https://github.com/tmsalab/edina
- Owner: tmsalab
- License: gpl-3.0
- Created: 2017-10-29T21:39:48.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2020-07-24T20:17:21.000Z (over 4 years ago)
- Last Synced: 2024-03-26T10:03:10.064Z (9 months ago)
- Topics: cognitive-diagnostic-models, cpp, dina, ecdm, item-response-theory, psychometrics, r, rcpparmadillo, rstats
- Language: R
- Homepage: https://tmsalab.github.io/edina
- Size: 339 KB
- Stars: 2
- Watchers: 3
- Forks: 3
- Open Issues: 1
-
Metadata Files:
- Readme: README.Rmd
- License: LICENSE.md
Awesome Lists containing this project
README
---
output: github_document
---```{r, echo = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "README-"
)
```# edina
[![R build status](https://github.com/tmsalab/edina/workflows/R-CMD-check/badge.svg)](https://github.com/tmsalab/edina/actions)
[![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)
[![CRAN Version Badge](http://www.r-pkg.org/badges/version/edina)](https://cran.r-project.org/package=edina)
[![CRAN Status](https://cranchecks.info/badges/worst/edina)](https://cran.r-project.org/web/checks/check_results_edina.html)
[![RStudio CRAN Mirror's Monthly Downloads](http://cranlogs.r-pkg.org/badges/edina?color=brightgreen)](http://www.r-pkg.org/pkg/edina)
[![RStudio CRAN Mirror's Total Downloads](http://cranlogs.r-pkg.org/badges/grand-total/edina?color=brightgreen)](http://www.r-pkg.org/pkg/edina)Perform a Bayesian estimation of the Exploratory
Deterministic Input, Noisy "And" Gate (EDINA)
cognitive diagnostic model described by Chen et al. (2018).## Installation
You can install `edina` from CRAN using:
```{r cran-installation, eval = FALSE}
install.packages("edina")
```Or, you can be on the cutting-edge development version on GitHub using:
```{r gh-installation, eval = FALSE}
if(!requireNamespace("devtools")) install.packages("devtools")
devtools::install_github("tmsalab/edina")
```## Usage
To use the `edina` package, load it into _R_ using:
```{r example, message = FALSE}
library("edina")
```From there, the EDINA model can be estimated using:
```{r edina-est, eval = FALSE}
edina_model = edina(, chain_length = 10000)
```To compute a model underneath different _K_ attribute configured _Q_ matrices, use:
```{r edina-multiple, eval = FALSE}
edina_model = auto_edina(, k = 2:4, chain_length = 10000)
```**Note:** Higher _K_ configured _Q_ matrices take longer to estimate.
## Authors
James Joseph Balamuta, Steven Andrew Culpepper, and Jeffrey A. Douglas
## Citing the `edina` package
To ensure future development of the package, please cite `edina`
package if used during an analysis or simulation studies. Citation information
for the package may be acquired by using in *R*:```{r, eval = FALSE}
citation("edina")
```## License
GPL (>= 2)