Man pages for imputeTS
Time Series Missing Value Imputation

imputeTS-packageimputeTS-package description
na_interpolationMissing Value Imputation by Interpolation
na.interpolationDeprecated use 'na_interpolation' instead.
na_kalmanMissing Value Imputation by Kalman Smoothing and State Space...
na.kalmanDeprecated use 'na_kalman' instead.
na_locfMissing Value Imputation by Last Observation Carried Forward
na.locfDeprecated use 'na_locf' instead.
na_maMissing Value Imputation by Weighted Moving Average
na.maDeprecated use 'na_ma' instead.
na_meanMissing Value Imputation by Mean Value
na.meanDeprecated use 'na_mean' instead.
na_randomMissing Value Imputation by Random Sample
na.randomDeprecated use 'na_random' instead.
na_removeRemove Missing Values
na.removeDeprecated use 'na_remove' instead.
na_replaceReplace Missing Values by a Defined Value
na.replaceDeprecated use 'na_replace' instead.
na_seadecSeasonally Decomposed Missing Value Imputation
na.seadecDeprecated use 'na_seadec' instead.
na_seasplitSeasonally Splitted Missing Value Imputation
na.seasplitDeprecated use 'na_seasplit' instead.
plotNA.distributionVisualize Distribution of Missing Values
plotNA.distributionBarVisualize Distribution of Missing Values (Barplot)
plotNA.gapsizeVisualize Distribution of NA gap sizes
plotNA.imputationsVisualize Imputed Values
reexportsObjects exported from other packages
statsNAPrint Statistics about Missing Values
tsAirgapTime series of monthly airline passengers (with NAs)
tsAirgapCompleteTime series of monthly airline passengers (complete)
tsHeatingTime series of a heating systems supply temperature (with...
tsHeatingCompleteTime series of a heating systems supply temperature...
tsNH4Time series of NH4 concentration in a wastewater system (with...
tsNH4CompleteTime series of NH4 concentration in a wastewater system...
imputeTS documentation built on July 1, 2019, 5:02 p.m.