Package: DPrivStats
Type: Package
Title: Differentially Private Classical Statistical Inference
Version: 0.1.0
Authors@R: person(given = "Mukul", family = "Bijalwan",
    role = c("aut", "cre"), email = "mukulbijalwan555@gmail.com")
Description: Implements differentially private (DP) versions of common
    classical statistical procedures, including descriptive statistics
    (mean, variance, quantiles, histograms), hypothesis tests (t-test,
    chi-square, Kolmogorov-Smirnov, one-way ANOVA), and regression
    (closed-form DP linear regression and DP-SGD for generalized linear
    models). Provides Laplace and Gaussian mechanisms with analytic
    calibration, exponential mechanism for medians, privacy-aware
    confidence intervals that account for both sampling and privacy
    noise, and privacy budget accounting via basic, advanced, and
    Renyi differential privacy (RDP) composition. Designed for
    official statistics and privacy-preserving data analysis research.
License: MIT + file LICENSE
Encoding: UTF-8
Depends: R (>= 4.0.0)
Imports: stats, MASS, Rcpp
Suggests: testthat (>= 3.0.0), knitr, rmarkdown, ggplot2
LinkingTo: Rcpp
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://github.com/MukulBijalwan/DPrivStats
BugReports: https://github.com/MukulBijalwan/DPrivStats/issues
LazyData: true
Config/roxygen2/version: 8.1.0
NeedsCompilation: yes
Packaged: 2026-08-26 05:58:50 UTC; Admin
Author: Mukul Bijalwan [aut, cre]
Maintainer: Mukul Bijalwan <mukulbijalwan555@gmail.com>
Repository: CRAN
Date/Publication: 2026-09-08 13:30:29 UTC
