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Re: st: sensitivity analysis following xtgee?


From   Maarten buis <maartenbuis@yahoo.co.uk>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: sensitivity analysis following xtgee?
Date   Wed, 29 Apr 2009 08:49:46 +0000 (GMT)

--- On Wed, 29/4/09, Allison Milner wrote:
> I am trying to better understand sensitivity analysis
> following my XTGEE estimation for 73 countries. So far, I
> have tried to include alternate control variables, regional
> dummy variables (geographic location), and year dummy
> variables into the analysis. I have also tried to use a
> different correlation structure (eg. ar) in the xtgee and
> also use a FE and RE model. Is there anything other ways in
> which I can conduct sensitivity analysis? Is there something
> I am missing/doing wrong?

You can always add more and different models to a sensitivity 
analysis, so the trick is not to try to be exhaustive, because 
than you will always fail. Instead you should define a set of 
potential problems with your models that you care about and 
from that derive a set of models that make reasonable but 
different assumptions about these problems. When writing it up
you should make the argument that these models capture a 
reasonable range of possible assumptions concerning the problems 
you care about.

-- Maarten

-----------------------------------------
Maarten L. Buis
Institut fuer Soziologie
Universitaet Tuebingen
Wilhelmstrasse 36
72074 Tuebingen
Germany

http://home.fsw.vu.nl/m.buis/
-----------------------------------------


      

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