[R] non-decreasing smoother
Claudia Tebaldi
tebaldi at rap.ucar.edu
Thu Mar 28 00:28:35 CET 2002
Hello
Is there a simple way of fitting a 'smooth curve' to a time series with
the additional constraint that the first derivative be not negative?
I know that if I choose a "large enough" window for a moving average
sort of filter on my data I end up with a non-decreasing curve anyway, but
I'm wondering if there is a pre-built method that can include the
constraint from the start, and lets you vary the degree of smoothness
in addition to it.
This is a kind of "data quality control" issue: I have hundreds of time
series on the order of a couple of hundred's observations each, and I
expect to replicate this smoothing process for each series separately.
Thanks in advance
claudia
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claudia tebaldi NCAR RAP
project scientist P.O. Box 3000
(303) 497-2830 Boulder, CO 80307
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