Identify and replace outliers in a time series
Uses loess for non-seasonal series and a periodic stl decompostion with seasonal series to identify and replace outliers.
tsoutliers(x, iterate = 2, lambda = NULL)
- time series
- the number of iteration only for non-seasonal series
- Allowing Box-cox transformation
index Indicating the index of outlier(s) replacement Suggested numeric values to replace identified outliers
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