[R-sig-Geo] Note on variogram fitting with polynomial degree

Edzer Pebesma edzer.pebesma at uni-muenster.de
Tue Sep 17 12:27:22 CEST 2013


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degree is not listed as a parameter in ?variogram, and is ignored,
regrettably silently, but this is how R often works when there's a ...
in the argument list.

The function that accepts degree is ?gstat, and I tried:

variogram(gstat(NULL, "lzinc", log(zinc)~1, meuse, degree=2))

and that gives a nice error message that degree is not supported by
variogram().

I understand this is somewhat confusing. Do you think we should modify
the book or the documentation of some function?

On 09/17/2013 11:36 AM, Caspar Hallmann wrote:
> Dear all,
> 
> I read in ASDAR: "Residual variograms are calculated by default
> when a more complex model for the trend is used..."
> 
> However, I noticed that when using fit.variogram in gstat with an 
> additional option: degree=2, but keeping the formula as an
> intercept only, does not account for the higher degree of
> complexity in the model. I suspect this is not the intended
> behavior. To honour a dependence structure (polyn degree) in my
> observations I need to state the dependence explicitly in the
> formula.
> 
> Best regards,
> 
> Caspar
> 
> data(meuse) coordinates(meuse) <- c("x", "y") 
> v<-variogram(log(zinc)~1,meuse) print(v) 
> vs<-variogram(log(zinc)~1,meuse,degree=2) print(vs) 
> vt<-variogram(log(zinc)~x*y+I(x^2)+I(y^2),meuse) print(vt)
> 
> PS: x86_64-w64-mingw32/x64 (64-bit) R version 3.0.1 (2013-05-16) 
> gstat_1.0-16
> 
> _______________________________________________ R-sig-Geo mailing
> list R-sig-Geo at r-project.org 
> https://stat.ethz.ch/mailman/listinfo/r-sig-geo
> 

- -- 
Edzer Pebesma
Institute for Geoinformatics (ifgi), University of Münster
Heisenbergstraße 2, 48149 Münster, Germany. Phone: +49 251
83 33081, Fax: +49 251 8339763 http://ifgi.uni-muenster.de
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