imputeTS: Time Series Missing Value Imputation

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Imputation (replacement) of missing values in univariate time series.

Author
Steffen Moritz
Date of publication
2016-10-13 20:37:02
Maintainer
Steffen Moritz <steffen.moritz10@gmail.com>
License
GPL-3
Version
1.7
URLs

View on CRAN

Man pages

imputeTS-package
imputeTS-package description
na.interpolation
Missing Value Imputation by Interpolation
na.kalman
Missing Value Imputation by Kalman Smoothing and State Space...
na.locf
Missing Value Imputation by Last Observation Carried Forward
na.ma
Missing Value Imputation by Weighted Moving Average
na.mean
Missing Value Imputation by Mean Value
na.random
Missing Value Imputation by Random Sample
na.remove
Remove Missing Values
na.replace
Replace Missing Values by a Defined Value
na.seadec
Seasonally Decomposed Missing Value Imputation
na.seasplit
Seasonally Splitted Missing Value Imputation
plotNA.distribution
Visualize Distribution of Missing Values
plotNA.distributionBar
Visualize Distribution of Missing Values (Barplot)
plotNA.gapsize
Visualize Distribution of NA gap sizes
plotNA.imputations
Visualize Imputed Values
statsNA
Print Statistics about Missing Values
tsAirgap
Time series of monthly airline passengers (with NAs)
tsAirgapComplete
Time series of monthly airline passengers (complete)
tsHeating
Time series of a heating systems supply temperature (with...
tsHeatingComplete
Time series of a heating systems supply temperature...
tsNH4
Time series of NH4 concentration in a wastewater system (with...
tsNH4Complete
Time series of NH4 concentration in a wastewater system...

Files in this package

imputeTS
imputeTS/inst
imputeTS/inst/CITATION
imputeTS/tests
imputeTS/tests/testthat.R
imputeTS/tests/testthat
imputeTS/tests/testthat/test-na.remove.R
imputeTS/tests/testthat/test-plotNA.gapsize.R
imputeTS/tests/testthat/test-int.algoInterface.R
imputeTS/tests/testthat/test-plotNA.distribution.R
imputeTS/tests/testthat/test-plotNA.imputations.R
imputeTS/tests/testthat/test-na.ma.R
imputeTS/tests/testthat/test-statsNA.R
imputeTS/tests/testthat/test-na.seasplit.R
imputeTS/tests/testthat/test-na.mean.R
imputeTS/tests/testthat/test-na.seadec.R
imputeTS/tests/testthat/test-na.locf.R
imputeTS/tests/testthat/test-na.random.R
imputeTS/tests/testthat/test-na.replace.R
imputeTS/tests/testthat/test-int.preCheck.R
imputeTS/tests/testthat/test-na.kalman.R
imputeTS/tests/testthat/test-plotNA.distributionBar.R
imputeTS/tests/testthat/test-na.interpolation.R
imputeTS/NAMESPACE
imputeTS/NEWS
imputeTS/data
imputeTS/data/tsNH4.rda
imputeTS/data/tsHeating.rda
imputeTS/data/tsAirgapComplete.rda
imputeTS/data/tsNH4Complete.rda
imputeTS/data/tsAirgap.rda
imputeTS/data/tsHeatingComplete.rda
imputeTS/R
imputeTS/R/plotNA.imputations.R
imputeTS/R/na.mean.R
imputeTS/R/tsHeatingComplete.R
imputeTS/R/tsNH4.R
imputeTS/R/plotNA.gapsize.R
imputeTS/R/plotNA.distributionBar.R
imputeTS/R/na.remove.R
imputeTS/R/na.kalman.R
imputeTS/R/tsNH4Complete.R
imputeTS/R/tsHeating.R
imputeTS/R/na.replace.R
imputeTS/R/na.ma.R
imputeTS/R/statsNA.R
imputeTS/R/imputeTS-package.R
imputeTS/R/na.seasplit.R
imputeTS/R/na.interpolation.R
imputeTS/R/tsAirgapComplete.R
imputeTS/R/plotNA.distribution.R
imputeTS/R/na.locf.R
imputeTS/R/tsAirgap.R
imputeTS/R/na.random.R
imputeTS/R/int.algoInterface.R
imputeTS/R/na.seadec.R
imputeTS/README.md
imputeTS/MD5
imputeTS/DESCRIPTION
imputeTS/man
imputeTS/man/plotNA.imputations.Rd
imputeTS/man/plotNA.distributionBar.Rd
imputeTS/man/tsAirgapComplete.Rd
imputeTS/man/tsAirgap.Rd
imputeTS/man/tsHeatingComplete.Rd
imputeTS/man/na.kalman.Rd
imputeTS/man/plotNA.gapsize.Rd
imputeTS/man/na.seasplit.Rd
imputeTS/man/na.seadec.Rd
imputeTS/man/tsHeating.Rd
imputeTS/man/tsNH4.Rd
imputeTS/man/na.locf.Rd
imputeTS/man/plotNA.distribution.Rd
imputeTS/man/na.random.Rd
imputeTS/man/imputeTS-package.Rd
imputeTS/man/na.mean.Rd
imputeTS/man/tsNH4Complete.Rd
imputeTS/man/statsNA.Rd
imputeTS/man/na.remove.Rd
imputeTS/man/na.replace.Rd
imputeTS/man/na.ma.Rd
imputeTS/man/na.interpolation.Rd