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Re: finding cutoff point for a continuous variable when outcome is binar

To: <s-news@lists.biostat.wustl.edu>
Subject: Re: finding cutoff point for a continuous variable when outcome is binary.
From: "Im, Kelly" <im@edc.pitt.edu>
Date: Wed, 25 Jan 2006 14:45:17 -0500
Thread-index: AcYh4sv1rjJDB5pcS9qbDWpHggpYggAAurQA
Thread-topic: [S] finding cutoff point for a continuous variable when outcome is binary.
Hello,

I have a binary (0 or 1) outcome variable and a continuous predictor
variable. When I look at the smoothing plots I don't see much
relationship between these two variables, i.e., plots give me almost a
horizontal line. nonetheless, we're try to find a cutoff point. I prefer
not to run such analysis, but seems to have no choice. most of things
I'm analyzing is exploratory in a sense. 

So, I'm using CART (classification and regression trees) to see if I can
pick up some useful cutoff points. but CART gives me a best tree  with
40 some end nodes, which is not so useful for us. .. I'm wondering if
there are other ways to look at this data. 
or I should stop here.  I would appreciate any advice,

kelly

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