over-smoothed curves may lose some details
rough or over-sensitive smoothed curse may be too noisy. An ideal choice of smoothing parameter can be obtained by appropriately contructed error measures, such as residuals.
Ref: Sharma, 2000, J of hydrology, seasonal to interannaul rainfall probabilistic forecasts for improved water supply management.
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