Hi Liam and others,

Thanks for your helpful replies!

I took a glimpse on the article of Ives and Garland (2009) and phylogenetic logistic regression really seems the way to go for me. Unfortunately, I do not have access to matlab and, I guess, the code has not been implemented in R so far. Maybe I will have a try myself, although it might well exceed my skills.

Another question concerns statistical power. The clade I am working with has only about 18 species, 5 of which are annuals. I am afraid that this is little data for including say 4-6 independent variables in a phylogentic logistic regression. Can someone comment on that?

Regards,
Christoph



On Dec 1, 2009, at 4:35 PM, Liam J. Revell wrote:

Hi Christoph, Stacey,

This might be a problem for which a logistic regression (http:// en.wikipedia.org/wiki/Logistic_regression) would be appropriate. If so, I encourage you to check out the following article, which I enjoyed:

Ives, A. R., and T. Garland Jr. 2009. Phylogenetic logistic regression for binary dependent variables. Systematic Biology (Advance Access). URL: http://sysbio.oxfordjournals.org/cgi/content/ abstract/syp074v1.

Others on this list-serve might also be well suited to comment on this paper & method.

Sincerely, Liam

Liam J. Revell
NESCent, Duke University
web: http://anolis.oeb.harvard.edu/~liam/
NEW email: lrev...@nescent.org



sd...@duke.edu wrote:
Hi Christoph,
There was some discussion following a similar question a year ago:

The question:
https://stat.ethz.ch/pipermail/r-sig-phylo/attachments/ 20080402/2e2b995e/attachment.pl

The threads:
https://stat.ethz.ch/pipermail/r-sig-phylo/2008-April/thread.html#35

I'll be interested to hear what approach you take, so let us (or me anyway)
know.

Stacey

Quoting Christoph Heibl <christoph.he...@gmx.net>:

A question to the comparative method gurus:

I have a phylogeny for a group of plants that repeatedly evolved annuality from perennial ancestors. For each tip in the tree I have characterized the climatic tolerances (e.g. temperature, precipitation, ...)
.
I would like to assess if there is a significant correlation between life cycle (discrete) and climate variables (continuous).

I am not sure how to start with this and would appreciate your opinion!

Regards,
Christoph

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