Re: Bimodal Gamma Distribution
- From: Jack Tomsky <jtomsky@xxxxxxxxxxxxx>
- Date: Thu, 03 Jul 2008 13:00:23 EDT
The red line in yourfigure is NOT a Normal
distribution.
A Normal distribution, like a gamma distribution, has
only one
mode (peak). For on-line "literature" try
http://en.wikipedia.org/wiki/Normal_distribution
http://en.wikipedia.org/wiki/Gamma_distribution
http://www.causascientia.org/math_stat/Dists/Compendiu
m.pdf
and note that the expressions for the modes of the
Normal and
the Gamma are single valued. You may find the
"Continuous
Mixtures" section of Compendium.pdf interesting, but
working
with mixtures of distributions can be awkward.
Hope that helps,
A Lurker
The red curve looks like a mixture of two normals, while the green curve is that of a single gamma. A similar procedure used to fit a mixture of normals can also be used to fit a mixture of gammas or even a mixture of Weibulls.
Jack
.
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