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-4.7)imputeTestbench_3.0.1.zip(r-4.6)imputeTestbench_3.0.1.zip(r-4.5)
imputeTestbench_3.0.1.tgz(r-4.6-any)imputeTestbench_3.0.1.tgz(r-4.5-any)
imputeTestbench_3.0.1.tar.gz(r-4.7-any)imputeTestbench_3.0.1.tar.gz(r-4.6-any)
imputeTestbench_3.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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:

Conda:

5.06 score 6 stars 1 packages 27 scripts 4.8k downloads 7 exports 55 dependencies

Last updated from:94b02aba5d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK151
source / vignettesOK203
linux-release-x86_64OK155
macos-release-arm64OK104
macos-oldrel-arm64OK132
windows-develOK106
windows-releaseOK93
windows-oldrelOK93
wasm-releaseOK121

Exports:impute_errorsmaemapeplot_errorsplot_imputermsesample_dat

Dependencies:clicolorspacecommonmarkcpp11curldplyrfarverforecastfracdiffgenericsggplot2ggtextgluegridtextgtableimputeTSisobandjpeglabelinglatticelifecyclelitedownlmtestmagrittrmarkdownnlmennetpillarpkgconfigplyrpngpurrrR6RColorBrewerRcppRcppArmadilloreshape2rlangS7scalesstinepackstringistringrtibbletidyrtidyselecttimeDateurcautf8vctrsviridisLitewithrxfunxml2zoo