FuzzyImputationTest: Imputation Procedures and Quality Tests for Fuzzy Data
Special procedures for the imputation of missing fuzzy numbers are still underdeveloped. The goal of the package is to provide the new d-imputation method (DIMP for short, Romaniuk, M. and Grzegorzewski, P. (2023) "Fuzzy Data Imputation with DIMP and FGAIN" RB/23/2023) and covert some classical ones applied in R packages ('missForest','miceRanger','knn') for use with fuzzy datasets. Additionally, specially tailored benchmarking tests are provided to check and compare these imputation procedures with fuzzy datasets.
| Version: | 0.3.4 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, methods, FuzzySimRes, FuzzyNumbers, missForest, miceRanger, VIM, utils |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-10-30 |
| DOI: | 10.32614/CRAN.package.FuzzyImputationTest |
| Author: | Maciej Romaniuk 
[cre, aut] |
| Maintainer: | Maciej Romaniuk <mroman at ibspan.waw.pl> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| Materials: | README |
| CRAN checks: | FuzzyImputationTest results |
Documentation:
| Reference manual: | FuzzyImputationTest.pdf |
Downloads:
| Package source: | FuzzyImputationTest_0.3.4.tar.gz |
| Windows binaries: | r-devel: FuzzyImputationTest_0.3.4.zip, r-release: FuzzyImputationTest_0.3.4.zip, r-oldrel: FuzzyImputationTest_0.3.4.zip |
| macOS binaries: | r-release (arm64): FuzzyImputationTest_0.3.4.tgz, r-oldrel (arm64): FuzzyImputationTest_0.3.4.tgz, r-release (x86_64): FuzzyImputationTest_0.3.4.tgz, r-oldrel (x86_64): FuzzyImputationTest_0.3.4.tgz |
| Old sources: | FuzzyImputationTest archive |
Linking:
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