imputeTS-package |
imputeTS-package description |
na_interpolation |
Missing Value Imputation by Interpolation |
na_kalman |
Missing Value Imputation by Kalman Smoothing and State Space Models |
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 NAs) |
tsHeatingComplete |
Time series of a heating systems supply temperature (complete) |
tsNH4 |
Time series of NH4 concentration in a wastewater system (with NAs) |
tsNH4Complete |
Time series of NH4 concentration in a wastewater system (complete) |