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Posted to issues@commons.apache.org by "Gilles (JIRA)" <ji...@apache.org> on 2013/07/18 15:44:56 UTC
[jira] [Updated] (MATH-1009) PolynomialFitter
[ https://issues.apache.org/jira/browse/MATH-1009?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Gilles updated MATH-1009:
-------------------------
Priority: Minor (was: Major)
Affects Version/s: (was: 4.0)
Patch welcome.
> PolynomialFitter
> ----------------
>
> Key: MATH-1009
> URL: https://issues.apache.org/jira/browse/MATH-1009
> Project: Commons Math
> Issue Type: Improvement
> Affects Versions: 3.2
> Environment: All
> Reporter: Konstantin Berlin
> Priority: Minor
>
> org.apache.commons.math3.fitting.PolynomialFitter
> should be implemented using linear least-squares method like QR decomposition solver.
> There are several reasons for this
> 1) Nonlinear methods are much slower
> 2) Linear methods (QR and SVD) are numerically more stable.
> 3) By storing the QR decomposition it is possible to recompute the solution for different input data values.
> See
> http://mathworld.wolfram.com/LeastSquaresFittingPolynomial.html
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