Package: imputeTestbench 3.0.1

Marcus W. Beck

imputeTestbench: Test Bench for the Comparison of Imputation Methods

Provides a test bench for the comparison of missing data imputation methods in uni-variate time series. Imputation methods are compared using different error metrics. Proposed imputation methods and alternative error metrics can be used.

Authors:Neeraj Bokde [aut], Marcus W. Beck [cre, aut]

imputeTestbench_3.0.1.tar.gz
imputeTestbench_3.0.1.zip(r-4.5)imputeTestbench_3.0.1.zip(r-4.4)imputeTestbench_3.0.1.zip(r-4.3)
imputeTestbench_3.0.1.tgz(r-4.5-any)imputeTestbench_3.0.1.tgz(r-4.4-any)imputeTestbench_3.0.1.tgz(r-4.3-any)
imputeTestbench_3.0.1.tar.gz(r-4.5-noble)imputeTestbench_3.0.1.tar.gz(r-4.4-noble)
imputeTestbench_3.0.1.tgz(r-4.4-emscripten)imputeTestbench_3.0.1.tgz(r-4.3-emscripten)
imputeTestbench.pdf |imputeTestbench.html✨
imputeTestbench/json (API)

# Install 'imputeTestbench' in R:
install.packages('imputeTestbench', repos = c('https://neerajdhanraj.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/neerajdhanraj/imputetestbench/issues

On CRAN:

4.91 score 5 stars 2 packages 20 scripts 2.7k downloads 7 exports 64 dependencies

Last updated 8 years agofrom:0fe2213743. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 12 2025
R-4.5-winOKFeb 12 2025
R-4.5-macOKFeb 12 2025
R-4.5-linuxOKFeb 12 2025
R-4.4-winOKFeb 12 2025
R-4.4-macOKFeb 12 2025
R-4.3-winOKFeb 12 2025
R-4.3-macOKFeb 12 2025

Exports:impute_errorsmaemapeplot_errorsplot_imputermsesample_dat

Dependencies:clicolorspacecommonmarkcpp11curldplyrfansifarverforecastfracdiffgenericsggplot2ggtextgluegridtextgtableimputeTSisobandjpegjsonlitelabelinglatticelifecyclelmtestmagrittrmarkdownMASSMatrixmgcvmunsellnlmennetpillarpkgconfigplyrpngpurrrquadprogquantmodR6RColorBrewerRcppRcppArmadilloreshape2rlangscalesstinepackstringistringrtibbletidyrtidyselecttimeDatetseriesTTRurcautf8vctrsviridisLitewithrxfunxml2xtszoo