<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Differentially Private Classical Statistical Inference</dc:title>
  <dc:title>R package DPrivStats version 0.1.0</dc:title>
  <dc: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.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: stats, MASS, Rcpp</dc:relation>
  <dc:relation>LinkingTo: Rcpp</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), knitr, rmarkdown, ggplot2</dc:relation>
  <dc:creator>Mukul Bijalwan &lt;mukulbijalwan555@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Mukul Bijalwan [aut, cre]</dc:contributor>
  <dc:rights>MIT + file LICENSE (https://CRAN.R-project.org/package=DPrivStats/LICENSE)</dc:rights>
  <dc:date>2026-09-08</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=DPrivStats</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.DPrivStats</dc:identifier>
</oai_dc:dc>
