RMprod {RandomFields}R Documentation

Plain scalar product

Description

RMprod is a non-stationary covariance model given by

C(x,y) = \langle φ(x), φ(y)\rangle.

Usage

RMprod(phi, var, scale, Aniso, proj)

Arguments

phi

any function of class RMmodel

var,scale,Aniso,proj

optional arguments; same meaning for any RMmodel. If not passed, the above covariance function remains unmodified.

Details

This model defines

Value

RMprod returns an object of class RMmodel.

Note

Do not mix up this model with RMmult.

See also RMS for a simple, alternative method to set an arbitrary, i.e. location dependent, univariate variance.

Author(s)

Martin Schlather, schlather@math.uni-mannheim.de http://ms.math.uni-mannheim.de/de/publications/software

References

Wendland, H. Scattered Data Approximation (2005) Cambridge: Cambridge University Press.

See Also

RMsum, RMmodel, RMmult

Examples

RFoptions(seed=0) ## *ANY* simulation will have the random seed 0; set
##                   RFoptions(seed=NA) to make them all random again

RFcov(RMprod(RMexp()), as.matrix(1:10), as.matrix(1:10), grid=FALSE)
[Package RandomFields version 3.1.50 Index]