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st: Model Uncertainty


From   "[email protected]" <[email protected]>
To   [email protected]
Subject   st: Model Uncertainty
Date   Wed, 24 Jan 2007 10:15:38 -0800

I have a regression with n different variables.
I would like to try all possible regression combinations.
For example (n=2):
regress yy1
regress yy1 xx1
regress yy1 xx2
regress yy1 xx1 xx2

I would like to try all possible regression combinations in a
convenient way, such that I can
enter the dependent variable and the independent variables.
Then, the program should
(1) find all possible 2^n model combinations,
(2) run each regression, and
(3) store statistics (such as _b, _se, R2).

A convenient way to find all model combinations might be to iterate
from 0 to 2^n-1 and convert the index variable to a binary number.
e.g. n=2:
model=0: 0 0  ==> regress yy1
model=1: 0 1 ==> regress yy1 xx1
model=2: 1 0  ==> regress yy1 xx2
model=3: 1 1 ==> regress yy1 xx1 xx2

Thank you.

Best regards,
Michael
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