RandomFields (version 3.1.12)

RMschur: Schur product

Description

The covariance function is

$$C(x)=M\ast \varphi (x)$$

where * denotes the Schur product, i.e. elementwise multiplication

Usage

RMschur(phi, M,  diag, rhored, var, scale, Aniso, proj)

Arguments

phi

covariance function of class RMmodel.

M

constant $n \times n$ covariance matrix of the same size as multivariate model phi

diag,rhored

alternative way of passing M: diag is a vector of variances, rhored is a vector containing the correlations of lower triangle of the M

var,scale,Aniso,proj

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

Value

• RMschur returns an object of class RMmodel

References

• ?

See Also

RMmodel, RMmatrix,

Examples

StartExample()
RFoptions(seed=0) ## *ANY* simulation will have the random seed 0; set
##                   RFoptions(seed=NA) to make them all random again
StartExample()
model <- RMschur(M=matrix(c(2, 1, 1, 1), ncol=2), RMparswm(nudiag=c(0.5, 2)))
plot(model)
x <- seq(0, 10, 0.02)
plot(RFsimulate(model, x=x))
FinalizeExample()