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Re:Python library for univariate regression, interpolation, ... by nullc on Tuesday August 30, 2022 @08:33AM (#32649552)
https://en.wikipedia.org/wiki/Monotone_cubic_interpolation has some reference for monotone cubic splines.

In theory they should be useful when know that the underlying process should be monotone. I think in the past I found them more sensitive to noise and wondered if monotone approximation might not be better than monotone interpolation for that reason.

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