Package: RegSDC 0.7.0
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_0.7.0.tar.gz
RegSDC_0.7.0.zip(r-4.5)RegSDC_0.7.0.zip(r-4.4)RegSDC_0.7.0.zip(r-4.3)
RegSDC_0.7.0.tgz(r-4.4-any)RegSDC_0.7.0.tgz(r-4.3-any)
RegSDC_0.7.0.tar.gz(r-4.5-noble)RegSDC_0.7.0.tar.gz(r-4.4-noble)
RegSDC_0.7.0.tgz(r-4.4-emscripten)RegSDC_0.7.0.tgz(r-4.3-emscripten)
RegSDC.pdf |RegSDC.html✨
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
Last updated 2 years agofrom:c7d3cf5943. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 16 2024 |
R-4.5-win | NOTE | Nov 16 2024 |
R-4.5-linux | NOTE | Nov 16 2024 |
R-4.4-win | OK | Nov 16 2024 |
R-4.4-mac | OK | Nov 16 2024 |
R-4.3-win | OK | Nov 16 2024 |
R-4.3-mac | OK | Nov 16 2024 |
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 |