Man pages for imputeTS
Time Series Missing Value Imputation

imputeTS-packageimputeTS-package description
na.interpolationMissing Value Imputation by Interpolation
na.kalmanMissing Value Imputation by Kalman Smoothing and State Space...
na.locfMissing Value Imputation by Last Observation Carried Forward
na.maMissing Value Imputation by Weighted Moving Average
na.meanMissing Value Imputation by Mean Value
na.randomMissing Value Imputation by Random Sample
na.removeRemove Missing Values
na.replaceReplace Missing Values by a Defined Value
na.seadecSeasonally Decomposed Missing Value Imputation
na.seasplitSeasonally Splitted Missing Value Imputation
plotNA.distributionVisualize Distribution of Missing Values
plotNA.distributionBarVisualize Distribution of Missing Values (Barplot)
plotNA.gapsizeVisualize Distribution of NA gap sizes
plotNA.imputationsVisualize Imputed Values
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 June 20, 2017, 9:06 a.m.