Package: impimp 0.3.1
impimp: Imprecise Imputation for Statistical Matching
Imputing blockwise missing data by imprecise imputation, featuring a domain-based, variable-wise, and case-wise strategy. Furthermore, the estimation of lower and upper bounds for unconditional and conditional probabilities based on the obtained imprecise data is implemented. Additionally, two utility functions are supplied: one to check whether variables in a data set contain set-valued observations; and another to merge two already imprecisely imputed data. The method is described in a technical report by Endres, Fink and Augustin (2018, <doi:10.5282/ubm/epub.42423>).
Authors:
impimp_0.3.1.tar.gz
impimp_0.3.1.zip(r-4.5)impimp_0.3.1.zip(r-4.4)impimp_0.3.1.zip(r-4.3)
impimp_0.3.1.tgz(r-4.4-any)impimp_0.3.1.tgz(r-4.3-any)
impimp_0.3.1.tar.gz(r-4.5-noble)impimp_0.3.1.tar.gz(r-4.4-noble)
impimp_0.3.1.tgz(r-4.4-emscripten)impimp_0.3.1.tgz(r-4.3-emscripten)
impimp.pdf |impimp.html✨
impimp/json (API)
NEWS
| # Install 'impimp' in R: |
| install.packages('impimp', repos = c('https://paul-fink.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 6 years agofrom:976176f80b. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 13 2024 |
| R-4.5-win | OK | Oct 13 2024 |
| R-4.5-linux | OK | Oct 13 2024 |
| R-4.4-win | OK | Oct 13 2024 |
| R-4.4-mac | OK | Oct 13 2024 |
| R-4.3-win | OK | Oct 13 2024 |
| R-4.3-mac | OK | Oct 13 2024 |
Exports:checkImprecisiongenerateTupelDataimpestimpestcondimpimpimpimp_eventis.impimpis.impimp_eventrbindimpimp
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Imprecise Imputation | checkImprecision |
| Tuple representation | generateTupelData |
| Imprecise Estimation | impest |
| Conditional Imprecise Estimation | impestcond |
| Imprecise Imputation for Statistical Matching | impimp is.impimp print.impimp |
| Imprecise Events | impimp_event is.impimp_event |
| Combine impimp Objects | rbindimpimp |
