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st: Log transform of skewed data


From   "Stephen Soldz" <ssoldz@soldzresearch.com>
To   <statalist@hsphsun2.harvard.edu>
Subject   st: Log transform of skewed data
Date   Wed, 2 Jun 2004 14:53:25 -0400

I have data on the "cost" (actually tranformed hours) of various types of
caretaking for Alzheimers patients. I'm interested in a regression model to
test treatment effects in a multisite study. As is usual for cost data, it
is positively skewed. So, I contemplated a log transform, either through a
direct transformation of the response, or through a log link in a glm, gee,
or something similar. I actually am using "xt" commands to allow for
nonindependence among caretakers treated at the same site.

the problem is that the mode cost is $0, so that the distribution is
bimodal. This, of course, remains true if I do a lof transform. Any ideas on
how to analyze such data would be apreciated.

Stephen Soldz
Director, Center for Research, Evaluation, and Program Development
Boston Graduate School of Psychoanalysis
1581 Beacon St.
Brookline, MA 02446
ssoldz@bgsp.edu
http://soldzresearch.com/stephensoldz


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