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>.
| Version: | 3.3 |
| Depends: | R (≥ 3.6) |
| Imports: | stats, grDevices, ggplot2 (≥ 3.3.0), ggtext, stinepack, forecast, magrittr, methods, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | testthat, R.rsp, knitr, zoo, timeSeries, tis, xts, tibble, tsibble, rmarkdown, covr |
| Published: | 2022-09-09 |
| Author: | Steffen Moritz 
[aut, cre, cph],
Sebastian Gatscha [aut],
Earo Wang [ctb],
Ron Hause [ctb] |
| Maintainer: | Steffen Moritz <steffen.moritz10 at gmail.com> |
| BugReports: | https://github.com/SteffenMoritz/imputeTS/issues |
| License: | GPL-3 |
| URL: | https://github.com/SteffenMoritz/imputeTS, https://steffenmoritz.github.io/imputeTS/ |
| NeedsCompilation: | yes |
| Citation: | imputeTS citation info |
| Materials: | README NEWS |
| In views: | MissingData, TimeSeries |
| CRAN checks: | imputeTS results |
Documentation:
| Reference manual: | imputeTS.pdf |
| Vignettes: |
Cheat Sheet imputeTS imputeTS: Time Series Missing Value Imputation in R Gallery: Times Series Missing Data Visualizations |
Downloads:
| Package source: | imputeTS_3.3.tar.gz |
| Windows binaries: | r-devel: imputeTS_3.3.zip, r-release: imputeTS_3.3.zip, r-oldrel: imputeTS_3.2.zip |
| macOS binaries: | r-release (arm64): imputeTS_3.2.tgz, r-oldrel (arm64): imputeTS_3.2.tgz, r-release (x86_64): imputeTS_3.2.tgz, r-oldrel (x86_64): imputeTS_3.2.tgz |
| Old sources: | imputeTS archive |
Reverse dependencies:
| Reverse imports: | audrex, cleanTS, dymo, EventDetectR, gimme, hpiR, imputeTestbench, jenga, kssa, lambdaTS, mvLSWimpute, naive, OOS, proteus, RamanMP, RiverLoad, segen, SLBDD, spooky, tetragon, TrendSLR |
| Reverse suggests: | baytrends, epimdr, naniar, tsbox |
Linking:
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