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Thread: Automated Model Selection Question

Started 9 months, 1 week ago by chrie_2001
Sorry, if this isn't the right place to ask this. I'm somewhat new to SAS and not much of a programmer, so I was a bit lost in deciding where this topic should go... With Automated Model Selection (best subsets, forward selection, etc.), I'm having trouble with datasets that have higher order terms or terms created after multiplying other terms. How can I manipulate SAS into ...
Site: SAS Discussion Forums  SAS Discussion Forums - site profile
Forum: SAS Macro Facility, Data Step and SAS Language Elements   SAS Macro Facility, Data Step and SAS Language Elements
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Total authors: 2 authors
Total thread posts: 2 posts
Thread activity: no new posts during last week
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Doc@Duke replied 9 months, 1 week ago
Welcome to the forum. "Procedures" may be a better place, but this is fine. Unfortunately, the SAS procedures that do automated selection don't recognize the higher order terms. You end up having to do the model selection manually (say with GLM rather than REG). I would generally take a backward elimination approach. If there are several higher order terms, then I'd do ...

 

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chrie_2001
1
user's latest post:
Automated Model Selection Question
Published (2009-03-11 12:36:00)
Sorry, if this isn't the right place to ask this. I'm somewhat new to SAS and not much of a programmer, so I was a bit lost in deciding where this topic should go... With Automated Model Selection (best subsets, forward selection, etc.), I'm having trouble with datasets that have higher order terms or terms created after multiplying other terms. How can I manipulate SAS into taking these variables into consideration? (ie, if...
Doc@Duke
1
user's latest post:
Automated Model Selection Question
Published (2009-03-11 15:52:00)
Welcome to the forum. "Procedures" may be a better place, but this is fine. Unfortunately, the SAS procedures that do automated selection don't recognize the higher order terms. You end up having to do the model selection manually (say with GLM rather than REG). I would generally take a backward elimination approach. If there are several higher order terms, then I'd do a 'chunk test' to look at a bunch of them at...

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