Notice: On April 23, 2014, Statalist moved from an email list to a forum, based at statalist.org.
[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]
st: stepwise regression coefficients change each time the program is run
From
Nina Joyce <[email protected]>
To
statalist <[email protected]>
Subject
st: stepwise regression coefficients change each time the program is run
Date
Wed, 21 Sep 2011 09:07:33 -0400
Hi,
I have been having this problem for about six months now. Here's the
background: I have a dataset with patient information that I link to a
dataset with physician information. So it is a many-to-one merge.
There are about 50K patients and 40 physicians. After they are
merged, I do a bunch of data cleaning and variable creation and then
draw a random sample of 50% to derive the model. I use a stepwise
regression (i know, i hate it too). Here's the problem: If I merge
the datasets, do all the data cleaning and then run the stepwise
regression, I get a different model every time. However, if I merge
the datasets, save it, close it down and then reopen it before doing
the data cleaning and drawing the sample, as long as I use that same
dataset I get the same model every time. Which means that it has to be
something that happens before I save the dataset, and the only thing
that I do before saving is the merge.
thanks so much for any suggestions.
*
* For searches and help try:
* http://www.stata.com/help.cgi?search
* http://www.stata.com/support/statalist/faq
* http://www.ats.ucla.edu/stat/stata/