https://github.com/smac-group/fima
https://github.com/smac-group/fima
Last synced: 11 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/smac-group/fima
- Owner: SMAC-Group
- License: gpl-3.0
- Created: 2025-07-15T21:21:47.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2025-07-23T21:17:30.000Z (about 1 year ago)
- Last Synced: 2025-08-11T04:42:33.995Z (12 months ago)
- Language: R
- Size: 26.4 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.Rmd
- License: LICENSE
Awesome Lists containing this project
README
---
output: github_document
title: "FIMA: Inference on Categorical Data with Differential Privacy"
---
# fima 
fima (Fiducial Matching) is an R package that implements a new approach for *differentially private inference for categorical data* based on the method introduced in the paper:
> Romanus, O. M., Boulaguiem, Y. and Molinari, R. (2025). *Fiducial Matching: Differentially Private Inference for Categorical Data*. Working paper.
## 🔧 Installation
You can install the development version of `fima` from GitHub:
```r
# install.packages("devtools")
devtools::install_github("SMAC-Group/fima")
```
## 📚 References
If you use this package, please cite:
```
@article{fima,
title = {Fiducial Matching: Differentially Private Inference for Categorical Data},
author = {Romanus, O. M., Boulaguiem, Y. and Molinari, R.},
year = {2025},
note = {Working paper}
}
```
---