Steffen Moritz

Add confidence intervals for imputations

1

Something similar to the forecast package would be nice. (forecast has also nice plots with confidence intervals)

Add white noise to series

2

Imputed values look totally smoothed out for a lot of algorithms and because of that those values do not respect the statistic of the rest of the signal. This will...

provide a imputation algorithm that works based on forecast / backcast combinations (using forecast functions from forecast package)

Provide a algorithm na.stl / na.loess / na.decomposition that decomposes the series in 3 components and user is able to choose a different imputation algorithm for each component.