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 Repository: https://mukulbijalwan.r-universe.dev Date/Publication: 2026-09-09 03:54:42 UTC RemoteUrl: https://github.com/mukulbijalwan/dprivstats RemoteRef: HEAD RemoteSha: f63ca49c7acada21dc1f80e9469c243ed93b2c1b NeedsCompilation: yes Packaged: 2026-10-09 09:23:24 UTC; root Author: Mukul Bijalwan [aut, cre] Maintainer: Mukul Bijalwan