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Date:         Mon, 13 Oct 1997 08:32:56 -0400
Reply-To:     Christianna Williams <christianna.williams@YALE.EDU>
Sender:       "SAS(r) Discussion" <SAS-L@UGA.CC.UGA.EDU>
From:         Christianna Williams <christianna.williams@YALE.EDU>
Subject:      Re: Effects of weighting...
Content-Type: text/plain; charset="us-ascii"

I feel like I should put in my $0.02 on this. You need to keep straight the effect of weighting vs. the effect of a stratified sampling design. Both have impacts on variance estimates. While the fix suggested for the weights, i.e. "we would run significance tests on unweighted data and report weighted percentages, now someone is suggesting that we go ahead and run the sig tests on weighted data, but each weight gets divided by the weighted total. In this way our weighted sample is no bigger than the unweighted sample, and sigs are not inflated"

will work if it is not a stratified/survey sample, it is probably not adequate if there was a complex sampling design. Adjusting for the design variables by just adding them to the model is not sufficient -- that doesn't account for the fact of clustering within strata. That is why something like SUDAAN is needed so that the standard errors take into account both the sample weights and the sampling design.

Christianna.Williams@yale.edu

Christianna S. Williams Yale University Program on Aging 129 York Street, Suite 1N New Haven, CT 06511 voice: (203) 764-9827 fax: (203) 764-9831


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