Code and data for the submitted manuscript Privacy-preserving generalized linear models using distributed block coordinate descent
privreg-images
holds standalone R-scripts for generating two of the figures in the manuscriptprivreg-simulations
contains all the code for the comparison of our privacy-preserving GLM method to full-data GLM using monte carlo simulations.privreg-experiments
holds all the preprocessing and analysis code for the privacy-preserving GLM analyses on three datasets from the UCI machine learning repository. The raw data can additionally be found on the UCI website here:
I suggest using the .Rproj
files to open the folders as an R
project in RStudio
, where possible.