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Re: st: multiple imputation of complex survey data
From
Stas Kolenikov <[email protected]>
To
"[email protected]" <[email protected]>
Subject
Re: st: multiple imputation of complex survey data
Date
Fri, 2 Aug 2013 20:39:57 -0500
This is only for the analysis stage. For proper analysis of survey
data with imputations, see Shao & Sitter (1996,
http://www.citeulike.org/user/ctacmo/article/1269394).
-- Stas Kolenikov, PhD, PStat (ASA, SSC)
-- Senior Survey Statistician, Abt SRBI
-- Opinions stated in this email are mine only, and do not reflect the
position of my employer
-- http://stas.kolenikov.name
On Fri, Aug 2, 2013 at 4:02 PM, Trang Nguyen <[email protected]> wrote:
> Hi!
>
> I am using complex survey data and need to do multiple imputation on
> missing values. In Stata 12 manual, there is the option to declare
> data as mi data and survey data using
>
> mi set mlong
> mi svyset ...
>
> If I do this and then do mi impute, will the imputation incorporate
> the fact that the data have survey design features (strata, cluster
> and weights)?
>
> Or is the purpose of mi svyset only to allow analysis of multiply
> imputed data as survey data?
>
> Thanks for your help clarifying this. The manual does not make this clear.
>
> Best wishes,
>
> Trang
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