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Re: Multiple Imputations within a loop

To: "'Spencer Graves'" <spencer.graves@PDF.COM>
Subject: Re: Multiple Imputations within a loop
From: Ken Nip <Ken.Nip@ogs.co.uk>
Date: Wed, 23 Apr 2003 09:16:58 +0100
Cc: "'s-news@lists.biostat.wustl.edu'" <s-news@lists.biostat.wustl.edu>
As an example, consider trivariable data as follows:
X1 x2 x3
x
X
x
, say, 3 variables with the 3rd variable having missing data.
  

-----Original Message-----
From: Spencer Graves [mailto:spencer.graves@PDF.COM] 
Sent: 22 April 2003 21:38
To: Ken Nip
Cc: 's-news@lists.biostat.wustl.edu'
Subject: Re: [S] Multiple Imputations within a loop


1.  Have you considered "try"?

2.  If you provide a simple example that illustrates the problem, it is 
easier for others to help.

spencer graves

Ken Nip wrote:
> The data set that I am looking at consists of thousands
> of n.samples-by-p.variables multivariate data sets containing missing 
> data.  For each data set I would like to impute missing data using DA 
> method, so I've decided to explore and use a loop.  Unfortunately, I am 
> having not much of a success with DA within a large 'for' loop.  I am 
> having convergence problem for the starting values (created by either 
> bootstrap or parallel chains) at some point within the loop.  I have 
> checked that it wasn't the case when I manually run DA on the data sets 
> which caused the non-convergence. I wonder whether I shouldn't use DA 
> within a loop at all or is there something else I should be made aware 
> off.  Has anyone came across with a similar problem before? Any 
> recommendations would be great.
>  
> Thanks in advance.
>  
> Ken Nip
> 
> 
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