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Re: st: regression diagnostics with complex survey data


From   Sara Head <sara.head@gmail.com>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: regression diagnostics with complex survey data
Date   Tue, 26 Jul 2011 13:53:00 -0400

Jaoa,

This is very helpful, I'm embarrassed I missed them in earlier
searches! Thank you for sending!!

Sara

On Tue, Jul 26, 2011 at 1:12 PM, Joao Ricardo F. Lima
<jricardofl@gmail.com> wrote:
> Hi Sara,
>
> from the UCLA website:
>
> http://www.ats.ucla.edu/stat/stata/faq/svycollin.htm
>
> and statalist archives:
>
> http://www.stata.com/statalist/archive/2011-02/msg01254.html
>
> HTH,
>
> Joao Lima
>
> 2011/7/26 Sara Head <sara.head@gmail.com>:
>> Hi Statalist,
>>
>> I am working on a mediation analysis using complex survey data from
>> the 2007 Bangladesh Demographic and Health Survey. I’m using Stata/IC
>> 11.1.
>>
>> I account for complex design with the svyset command, and -estat
>> effects, deff- shows  design effects are all less than 2. I am now
>> trying to run regression diagnostics with my most-final model, but
>> Stata’s svy post estimation commands do not support leverage, dfit,
>> cooksd, dfbeta, or vif (among others).
>>
>> Although there are several thorough articles and dissertations
>> discussing regressions diagnostics for complex data (google the
>> authors Li & Valliant, Liao & Valliant, and Valliant), these are all
>> over my head and not directed at syntax.
>>
>> Q1: Could someone point me towards any programs or commands for
>> considering influential data, multicollinearity with complex survey
>> data?
>>
>> Q2: Since  design effects are still relatively low, what are
>> Statalisters’ opinions about conducting diagnostics without accounting
>> for design?
>>
>> Many thanks
>>
>> *
>> *   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/
>>
>
>
>
> --
> ---------------------------------------------------------
> João Ricardo F. de Lima
> Pesquisador A - Economia Aplicada
> Embrapa Semiárido
> e-mail: joao.ricardo@cpatsa.embrapa.br
> fone: +55 (87) 3862-1711 Ramal: 167
> home-page: www.cpatsa.embrapa.br
> ----------------------------------------------------------
>
> *
> *   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/
>



-- 
Sara Head, MPH
PhD Candidate, Rollins School of Public Health
Emory University, Atlanta, Georgia
sara.head@gmail.com, 502-553-9159

*
*   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/


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