Re: curve fitting analytical software

From: A.J. Rossini (rossini@blindglobe.net)
Date: Fri Oct 24 2003 - 17:18:27 EST


"Michael Reitsma" <Michael.Reitsma@stemcellsinc.com> writes:

> Esteemed Colleagues,
>
> I am in need of a software application that fits curves (and
> integrates area under the curve) to multi-modal Gaussian
> distributions. The data I need to analyze is univariate histograms of
> fluorescent reporter gene expression, where we have multiple
> subpopulations that overlap to varing degrees. I have tried
> (unsuccessfully) to use DNA content analyses software, but it seems to
> make too many assumptions based on DNA ploidy, debris, etc.
>
> Any suggestions?

If you mean mixtures of normals (which is what I assume you mean by
"multi-modal Gaussian"), and don't mind a bit of programming, I'd look
at using R.  http://www.r-project.org/	

(and the mclust and/or normix packages)

best,
-tony

-- 
rossini@u.washington.edu	    http://www.analytics.washington.edu/ 
Biomedical and Health Informatics   University of Washington
Biostatistics, SCHARP/HVTN	    Fred Hutchinson Cancer Research Center
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