[R] Replace missing values in spatial design using moving average

Roger Bivand
Wed, 16 Nov 2005 12:00:18 -0000

On Wed, 9 Nov 2005, Arnaud Dowkiw wrote:

> Dera R helpers,
>
> I have a (x,y,z) data file where x and y are spatial coordinates and z a
> variable. I have some missing values in the z column and I would like to
> replace them with an optimized estimation from the neighbour cells. I could
> not find any function in R to do that. Is anybody aware of such function ?
> Maybe someone knows how to implement the Papadakis method in R...
> Thanks for your help,

I'm not sure about the Papadakis method, I don't think it is there,
though
could be implemented using standard tools. Ripley (1981) relates the
method to SAR and CAR models, but predicting with them is far from easy
(there are papers by Martin from the 1980's about this). Are
geostatistical methods an option for you? That is, what is the support of
your cells?

>
> Arnaud DOWKIW
>
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--
Roger Bivand
Economic Geography Section, Department of Economics, Norwegian School of
Economics and Business Administration, Helleveien 30, N-5045 Bergen,
Norway. voice: +47 55 95 93 55; fax +47 55 95 95 43
e-mail: Roger.Bivand at nhh.no