imputeTS-package: imputeTS-package description
Description
The imputeTS package is a collection of algorithms and tools for univariate time series imputation.Details
The imputeTS package specializes on (univariate) time series imputation.
It offers several different imputation algorithm implementations. Beyond the imputation algorithms
the package also provides plotting and printing functions of missing data statistics.
The package is easy to use:
- To impute (fill all missing values) in a time series x, run:
> na.interpolation(x)
- To plot missing data statistics for a time series x, run:
> plotNA.distribution(x)
- To print missing data statistics for a time series x, run:
> statsNA(x)
Every other imputation function (starting with na.'algorith name') and plotting
function (starting with plotNA.'plot name') work the same way as in this example.