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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>).

Versions across snapshots

VersionRepositoryFileSize
0.3.1 rolling linux/jammy R-4.5 impimp_0.3.1.tar.gz 62.5 KiB
0.3.1 rolling linux/noble R-4.5 impimp_0.3.1.tar.gz 62.5 KiB
0.3.1 rolling source/ R- impimp_0.3.1.tar.gz 16.5 KiB
0.3.1 latest source/ R- impimp_0.3.1.tar.gz 16.5 KiB
0.3.1 latest linux/jammy R-4.5 impimp_0.3.1.tar.gz 62.5 KiB
0.3.1 latest linux/noble R-4.5 impimp_0.3.1.tar.gz 62.5 KiB
0.3.1 2026-04-26 source/ R- impimp_0.3.1.tar.gz 16.5 KiB
0.3.1 2026-04-23 source/ R- impimp_0.3.1.tar.gz 16.5 KiB
0.3.1 2026-04-09 windows/windows R-4.5 impimp_0.3.1.zip 65.0 KiB
0.3.1 2025-04-20 source/ R- impimp_0.3.1.tar.gz 16.5 KiB

Dependencies (latest)

Imports