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.
You can install the development version of fima from GitHub:
# install.packages("devtools")
devtools::install_github("SMAC-Group/fima")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}
}