Package: imputeTestbench 3.0.1

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-4.4-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)

Peer review:

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

On CRAN:

7 exports 5 stars 1.86 score 64 dependencies 2 dependents 20 scripts 5.0k downloads

Last updated 7 years agofrom:0fe2213743. Checks:OK: 7. Indexed: no.

Exports:impute_errorsmaemapeplot_errorsplot_imputermsesample_dat

Dependencies:clicolorspacecommonmarkcpp11curldplyrfansifarverforecastfracdiffgenericsggplot2ggtextgluegridtextgtableimputeTSisobandjpegjsonlitelabelinglatticelifecyclelmtestmagrittrmarkdownMASSMatrixmgcvmunsellnlmennetpillarpkgconfigplyrpngpurrrquadprogquantmodR6RColorBrewerRcppRcppArmadilloreshape2rlangscalesstinepackstringistringrtibbletidyrtidyselecttimeDatetseriesTTRurcautf8vctrsviridisLitewithrxfunxml2xtszoo