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.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

12.42 score 174 stars 23 packages 2.7k scripts 18k downloads 18 mentions 32 exports 44 dependencies

Last updated from:bca3fcd312. Checks:11 WARNING, 1 ERROR, 1 OK. Indexed: yes.

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linux-devel-x86_64WARNING225
source / vignettesERROR290
linux-release-arm64WARNING205
linux-release-x86_64WARNING273
macos-release-arm64WARNING150
macos-release-x86_64WARNING217
macos-oldrel-arm64WARNING154
macos-oldrel-x86_64WARNING259
windows-devel-x86_64WARNING193
windows-release-x86_64WARNING196
windows-oldrel-x86_64WARNING211
wasm-releaseOK149

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