variograms: Variogram functions

In compositions: Compositional Data Analysis

Variogram functions

Description

Valid scalar variogram model functions.

Usage

vgram.sph( h , nugget = 0, sill = 1, range= 1,... )
vgram.exp( h , nugget = 0, sill = 1, range= 1,... )
vgram.gauss( h , nugget = 0, sill = 1, range= 1,... )
vgram.cardsin( h , nugget = 0, sill = 1, range= 1,... )
vgram.lin( h , nugget = 0, sill = 1, range= 1,... )
vgram.pow( h , nugget = 0, sill = 1, range= 1,... )
vgram.nugget( h , nugget = 1,...,tol=1E-8 )

Arguments

h	a vector providing distances, a matrix of distance vectors in its rows or a data.frame of distance vectors.
nugget	The size of the nugget effect (i.e. the limit to 0). At zero itself the value is always 0.
sill	The sill (i.e. the limit to infinity)
range	The range parameter. I.e. the distance in which sill is reached or if this does not exist, where the value is in some sense nearly the sill.
...	not used
tol	The distance that is considered as nonzero.

Details

The univariate variograms are used in the CompLinCoReg as building blocks of multivariate variogram models.

sph

Spherical variogram

exp

Exponential variogram

gauss

The Gaussian variogram.

gauss

The cardinal sine variogram.

lin

Linear Variogram. Increases over the sill, which is reached at range.

pow

The power variogram. Increases over the sill, which is reached at range.

nugget

The pure nugget effect variogram.

Value

A vector of size NROW(h), giving the variogram values.

Author(s)

K.Gerald v.d. Boogaart http://www.stat.boogaart.de

References

Cressie, N.C. (1993) Spatial statistics

Tolosana, van den Boogaart, Pawlowsky-Glahn (2009) Estimating and modeling variograms of compositional data with occasional missing variables in R, StatGis09

See Also

vgram2lrvgram, CompLinModCoReg, vgmFit

Examples

## Not run: 
data(juraset)
X <- with(juraset,cbind(X,Y))
comp <- acomp(juraset,c("Cd","Cu","Pb","Co","Cr"))
lrv <- logratioVariogram(comp,X,maxdist=1,nbins=10)
plot(lrv)

## End(Not run)

compositions documentation built on June 22, 2024, 12:15 p.m.