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:Paul Fink [aut, cre], Eva Endres [aut], Melissa Schmoll [ctb]

impimp_0.3.1.tar.gz
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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'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 7 scripts 179 downloads 9 exports 0 dependencies

Last updated 6 years agofrom:976176f80b. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 12 2024
R-4.5-winOKNov 12 2024
R-4.5-linuxOKNov 12 2024
R-4.4-winOKNov 12 2024
R-4.4-macOKNov 12 2024
R-4.3-winOKNov 12 2024
R-4.3-macOKNov 12 2024

Exports:checkImprecisiongenerateTupelDataimpestimpestcondimpimpimpimp_eventis.impimpis.impimp_eventrbindimpimp

Dependencies: