[R] missing values imputation
Liaw, Andy
andy_liaw at merck.com
Wed May 12 18:55:46 CEST 2004
> From: Rolf Turner
>
> Anne Piotet wrote:
>
> > What R functionnalities are there to do missing values imputation
> > (substantial proportion of missing data)? I would prefer to use
> > maximum likelihood methods ; is the EM algorithm implemented? in
> > which package?
>
> The so-called ``EM algorithm'' is ***NOT*** an
> algorithm. It is a methodology or a unifying concept.
> It would be impossible to ``implement'' it. (Except
> possibly by means of some extremely advanced and
> sophisticated Artificial Intelligence software.)
Yes, but EM for missing value imputation is a bit narrower, I guess. At
least the `norm' package on CRAN has em.norm() for multivariate gaussian...
Andy
> cheers,
>
> Rolf Turner
> rolf at math.unb.ca
>
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