Savitzky-Golay framework: least-squares polynomial filter as convolution kernel (Savitzky & Golay 1964)

The Savitzky-Golay (1964) digital smoothing filter — the canonical chemometric convolution kernel derived by fitting a low-order polynomial (degree p) to a sliding window of 2m+1 data points and evaluating the polynomial at the window…