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Re: st: Reference for Senstivity Analysis of ICE


From   Maarten buis <[email protected]>
To   [email protected]
Subject   Re: st: Reference for Senstivity Analysis of ICE
Date   Wed, 31 Jan 2007 22:50:26 +0000 (GMT)

--- kayhop666 <[email protected]> wrote:
> Has any sensitivity analysis been conducted comparing the chained 
> equations MI approaches of ICE and IVEWARE?  I'm curious how these
> two approaches may differ under different circumstances.  

There is a working paper by Stef van Buuren, Jaap Brand, karin
Groothuis-oudshoorn, and Don Rubin that does a simulation study of the
Gibbs sampler that is used in MICE (R and Splus), -ice- (Stata), and
IVEWARE (SAS).

VAN BUUREN S, BRAND JPL, GROOTHUIS-OUDSHOORN CGM, RUBIN DB. Fully
Conditional Specification in Multivariate Imputation. Journal of
Statistical Computation and Simulation, in press. Simulation study on
the MICE algorithm.
http://web.inter.nl.net/users/S.van.Buuren/mi/hmtl/mice.htm

Hope this helps,
Maarten


-----------------------------------------
Maarten L. Buis
Department of Social Research Methodology
Vrije Universiteit Amsterdam
Boelelaan 1081
1081 HV Amsterdam
The Netherlands

visiting address:
Buitenveldertselaan 3 (Metropolitan), room Z434

+31 20 5986715

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


		
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