Package: RegSDC 1.0.0
Øyvind Langsrud
RegSDC: Information Preserving Regression-Based Tools for Statistical Disclosure Control
Implementation of the methods described in the paper with the above title: Langsrud, Ø. (2019) <doi:10.1007/s11222-018-9848-9>. The package can be used to generate synthetic or hybrid continuous microdata, and the relationship to the original data can be controlled in several ways. A function for replacing suppressed tabular cell frequencies with decimal numbers is included.
Authors:
RegSDC_1.0.0.tar.gz
RegSDC_1.0.0.tar.gz(r-4.5-noble)RegSDC_1.0.0.tar.gz(r-4.4-noble)
RegSDC_1.0.0.tgz(r-4.4-emscripten)RegSDC_1.0.0.tgz(r-4.3-emscripten)
RegSDC.pdf |RegSDC.html✨
RegSDC/json (API)
| # Install 'RegSDC' in R: |
| install.packages('RegSDC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/olangsrud/regsdc/issues
Pkgdown site:https://olangsrud.github.io
Last updated 1 months agofrom:d235b2332b. Checks:3 OK. Indexed: no.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 05 2025 |
| R-4.5-linux | OK | Mar 05 2025 |
| R-4.4-linux | OK | Mar 05 2025 |
Exports:CalculateCCalculateCdirectCdiffEnsureInterceptEnsureMatrixFindAlphaFindAlphaSimpleGenQRIpsoExtraReduceXRegSDCaddRegSDCaddGenRegSDCcompRegSDCdataRegSDCgenRegSDChybridRegSDCipsoRegSDCnewRegSDCrommSuppressDecZ2Yhat
Dependencies:cligluelatticelifecyclemagrittrMASSMatrixrlangSSBtoolsstringistringrvctrs
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculation of C by solving equation 10 in the paper | CalculateC CalculateCdirect |
| Calculation of alpha | FindAlpha FindAlphaSimple |
| Generalized QR decomposition | GenQR |
| Regression-based SDC Tools - Synthetic addition with residual correlation control | RegSDCadd |
| Regression-based SDC Tools - Component score correlation control | RegSDCcomp |
| Function that returns a dataset | RegSDCdata |
| Regression-based SDC Tools - Generalized microaggregation | RegSDChybrid |
| Regression-based SDC Tools - Ordinary synthetic data (IPSO) | RegSDCipso |
| Regression-based SDC Tools - Scores from new data | RegSDCnew |
| Regression-based SDC Tools - Random orthogonal matrix masking (ROMM) | RegSDCromm |
| Suppressed tabular data: Inner cell frequencies as decimal numbers | SuppressDec |
| Suppressed tabular data: Yhat from X and Z | Z2Yhat |
