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st: Evaluating a prediction model - a general statistical question


From   "Peter Jepsen" <[email protected]>
To   <[email protected]>
Subject   st: Evaluating a prediction model - a general statistical question
Date   Tue, 10 May 2005 00:50:15 +0200

Dear Statalisters,

I am examining whether a liver cirrhosis patient's galactose elimination
capacity predicts 1-year survival probability. My study includes around
1,000 patients. This is my first shot at creating a prediction model based
on logistic regression. I understand that it is advisable to draw a, say,
two-thirds sample and use this sample to estimate the parameters and then
test the model on the last third. Now, I have read that there is a way to
improve this method by doing it a number of times with random two-thirds. I
have searched for more information on this, but I simply don't know where to
start. Could somebody please tell me where to look (books, articles, Stata
commands)?

Thank you in advance.

Peter.

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