https://github.com/tmsalab/cirt

Jointly model the accuracy of cognitive responses and item choices within a bayesian hierarchical framework as described by Culpepper and Balamuta (2015) <doi:10.1007/s11336-015-9484-7>. In addition, the package contains the datasets used within the analysis of the paper.
https://github.com/tmsalab/cirt

armadillo bayesian choice cognitive-diagnostic-models gibbs-sampling item-response-theory r rcpparmadillo rstats

Last synced: 9 months ago
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Jointly model the accuracy of cognitive responses and item choices within a bayesian hierarchical framework as described by Culpepper and Balamuta (2015) <doi:10.1007/s11336-015-9484-7>. In addition, the package contains the datasets used within the analysis of the paper.

• Host: GitHub
• URL: https://github.com/tmsalab/cirt
• Owner: tmsalab
• License: gpl-3.0
• Created: 2015-12-06T01:14:10.000Z (over 10 years ago)
• Default Branch: master
• Last Pushed: 2022-02-21T21:10:05.000Z (over 4 years ago)
• Last Synced: 2024-03-26T10:03:10.037Z (over 2 years ago)
• Topics: armadillo, bayesian, choice, cognitive-diagnostic-models, gibbs-sampling, item-response-theory, r, rcpparmadillo, rstats
• Language: C++
• Homepage: https://tmsalab.github.io/cIRT
• Size: 245 KB
• Stars: 4
• Watchers: 5
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.Rmd
  • License: LICENSE

Awesome Lists containing this project

README

          
---

output: github_document

---

```{r, echo = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "#>",

  fig.path = "README-"

)

```

# cIRT: Choice Item Response Theory

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

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[![CRAN Status](https://cranchecks.info/badges/worst/cIRT)](https://cran.r-project.org/web/checks/check_results_cIRT.html)

[![RStudio CRAN Mirror's Monthly Downloads](https://cranlogs.r-pkg.org/badges/cIRT?color=brightgreen)](https://www.r-pkg.org/pkg/cIRT)

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Jointly model the accuracy of cognitive responses and item choices

within a Bayesian hierarchical framework as described by Culpepper and

Balamuta (2015).

## Installation

You can install `cIRT` from CRAN using:

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

install.packages("cIRT")

```

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/cIRT")

```

## Usage

To use the `cIRT` package, load it into _R_ using:

```{r example, message = FALSE}

library("cIRT")

```

## Authors

Steven Andrew Culpepper and James Joseph Balamuta

## Citing the cIRT package

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

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("cIRT")

```

## License

GPL (>= 2)