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This filter is a form of the Savitzky - Golay smoothing filter.

  1. This filter is a form of the Savitzky - Golay smoothing filter. The main advantage of this approach is that it tends to preserve features of the distribution such as relative maxima, minima, and width, which are usually flattened by other adjacent averaging techniques (like moving averages). (From Wikipedia) Can you comment on the bolded text? 
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