Package: RegSDC 1.0.0

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.zip(r-4.7)RegSDC_1.0.0.zip(r-4.6)RegSDC_1.0.0.zip(r-4.5)
RegSDC_1.0.0.tgz(r-4.6-any)RegSDC_1.0.0.tgz(r-4.5-any)
RegSDC_1.0.0.tar.gz(r-4.7-any)RegSDC_1.0.0.tar.gz(r-4.6-any)
RegSDC_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
RegSDC/json (API)
| # Install 'RegSDC' in R: |
| install.packages('RegSDC', repos = c('https://olangsrud.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/olangsrud/regsdc/issues
Pkgdown/docs site:https://olangsrud.github.io
Last updated from:c6f44c361d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 112 | ||
| source / vignettes | OK | 185 | ||
| linux-release-x86_64 | OK | 111 | ||
| macos-release-arm64 | OK | 135 | ||
| macos-oldrel-arm64 | OK | 213 | ||
| windows-devel | OK | 84 | ||
| windows-release | OK | 92 | ||
| windows-oldrel | OK | 97 | ||
| wasm-release | OK | 87 |
Exports:CalculateCCalculateCdirectCdiffEnsureInterceptEnsureMatrixFindAlphaFindAlphaSimpleGenQRIpsoExtraReduceXRegSDCaddRegSDCaddGenRegSDCcompRegSDCdataRegSDCgenRegSDChybridRegSDCipsoRegSDCnewRegSDCrommSuppressDecZ2Yhat
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 |
