| 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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