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I don't have the curve fitting toolbox and I am trying to smooth out a very noisy data (not a time series). What are some of the best/well-tested smoothing functions out here? It'd be nice if I can get hold of the smooth.m function from the curve fitting box but I don't see how I can go on about obtaining that alone.
I tried to write my own using triangular smoothing but I am working in micron scales and I have a few legitimate peaks (not noise) of really high amplitude (I am measuring the surface of a substance and this is a scratch on it) and smoothing functions take that out. How would one go about avoiding that? Is there way a to ask a smoothing function to bypass that or even avoid smoothing if the slope of the data exceeds a certain value?