The best replacement for exponential smoothing is moving average.


The best alternatives to exponential smoothing are rated as following:
★★★★★  moving average
★★★★  weighted moving average
★★★★  regression
★★  kalman filter
★★  linear regression

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exponential smoothing
moving average
weighted moving average