[RsR] Non-linear robust method
Hello, as a side note, the Matlab function nlinfit (Statistics toolbox) for nonlinear fitting has a robust option. It shouldn't be incredibly hard to translate it in R code. However, I have to say that the routine itself does not perform incredibly well in case of outliers. Bruno ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Bruno L. Giordano, Ph.D. Music Perception and Cognition Laboratory CIRMMT http://www.cirmmt.mcgill.ca/ Schulich School of Music, McGill University 555 Sherbrooke Street West Montr?al, QC H3A 1E3 Canada Office: +1 514 398 4535 ext. 00900 http://www.music.mcgill.ca/~bruno/
Stromberg, Arnold wrote:
I did work on robust nonlinear methods in the early nineties. To the best of my knowledge, none of my algorithms have been redone (and hopefully upgraded) in R. I may put a Ph.D. student on it, but that'll take a few years. In anyone knows of robust nonlinear code in R, let us know.
Thanks,
Arny
Arnold J. Stromberg, Ph.D.
Professor and Chair, Department of Statistics
817 Patterson Office Tower
Lexington, KY 40506-0027
ph: 859-257-8859
fax: 859-323-1973
-----Original Message-----
From: r-sig-robust-bounces at r-project.org [mailto:r-sig-robust-bounces at r-project.org] On Behalf Of A.Teytelboym at lse.ac.uk
Sent: Friday, August 24, 2007 7:45 AM
To: r-sig-robust at r-project.org
Subject: [RsR] Non-linear robust method
Hello,
I am based at STICERD at the London School of Economics and have been
using R for about a year. At the moment I am working on programming an R
algorithm for fitting a Pareto distribution robustly (this is a part of
package to supplement a research paper on income distribution). It isn't
going too well. I am aware that there are routines in R to fit GLM using
robust methods, but I am not sure whether any work has been done in the
direction of non-linear parametric distributions (such as gamma or
Pareto).
I hope you hear from any of you soon and sorry for the trouble,
Alex
PS Some of you may be aware that there is some excellent work by A
Marazzi, who programmed many such routines in FORTRAN about 15 years
ago, which run on older R interfaces.
Please access the attached hyperlink for an important electr...{{dropped}}
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