Package: imputeTS 3.4

imputeTS: Time Series Missing Value Imputation

Imputation (replacement) of missing values in univariate time series. Offers several imputation functions and missing data plots. Available imputation algorithms include: 'Mean', 'LOCF', 'Interpolation', 'Moving Average', 'Seasonal Decomposition', 'Kalman Smoothing on Structural Time Series models', 'Kalman Smoothing on ARIMA models'. Published in Moritz and Bartz-Beielstein (2017) <doi:10.32614/RJ-2017-009>.

Authors:Steffen Moritz [aut, cre, cph], Sebastian Gatscha [aut], Earo Wang [ctb], Ron Hause [ctb]

imputeTS_3.4.tar.gz
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imputeTS_3.4.tar.gz(r-4.7-arm64)imputeTS_3.4.tar.gz(r-4.7-x86_64)imputeTS_3.4.tar.gz(r-4.6-arm64)imputeTS_3.4.tar.gz(r-4.6-x86_64)
imputeTS_3.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
imputeTS/json (API)

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

Bug tracker:https://github.com/steffenmoritz/imputets/issues

Pkgdown/docs site:https://steffenmoritz.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • tsAirgap - Time series of monthly airline passengers
  • tsAirgapComplete - Time series of monthly airline passengers
  • tsHeating - Time series of a heating systems supply temperature
  • tsHeatingComplete - Time series of a heating systems supply temperature
  • tsNH4 - Time series of NH4 concentration in a wastewater system
  • tsNH4Complete - Time series of NH4 concentration in a wastewater system

On CRAN:

Conda:

data-visualizationimputationimputation-algorithmimputetsmissing-datatime-seriescpp

12.35 score 174 stars 20 packages 2.3k scripts 21k downloads 18 mentions 32 exports 44 dependencies

Last updated from:bca3fcd312. Checks:13 WARNING, 1 ERROR, 1 OK. Indexed: yes.

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linux-devel-x86_64WARNING219
source / vignettesERROR245
linux-release-arm64WARNING174
linux-release-x86_64WARNING215
macos-release-arm64WARNING199
macos-release-x86_64WARNING373
macos-oldrel-arm64WARNING127
macos-oldrel-x86_64WARNING346
windows-devel-arm64WARNING265
windows-devel-x86_64WARNING268
windows-release-arm64WARNING291
windows-release-x86_64WARNING182
windows-oldrel-x86_64WARNING212
wasm-releaseOK127

Exports:%>%ggplot_na_distributionggplot_na_distribution2ggplot_na_gapsizeggplot_na_gapsize2ggplot_na_imputationsggplot_na_intervalsna_interpolationna_kalmanna_locfna_mana_meanna_randomna_removena_replacena_seadecna_seasplitna.interpolationna.kalmanna.locfna.mana.meanna.randomna.removena.replacena.seadecna.seasplitplotNA.distributionplotNA.distributionBarplotNA.gapsizeplotNA.imputationsstatsNA

Dependencies:clicolorspacecommonmarkcpp11curlfarverforecastfracdiffgenericsggplot2ggtextgluegridtextgtableisobandjpeglabelinglatticelifecyclelitedownlmtestmagrittrmarkdownnlmennetpngR6RColorBrewerRcppRcppArmadillorlangS7scalesstinepackstringistringrtimeDateurcavctrsviridisLitewithrxfunxml2zoo