RandomFields (version 3.0.5)

RMma: Ma operator

Description

RMma is a univariate stationary covariance model depending on a univariate stationary covariance model. The corresponding covariance function only depends on the difference $h$ between two points and is given by $$C(h) = (\theta / (1 - (1-\theta) \phi(h)))^\alpha$$

Usage

RMma(phi, alpha, theta, var, scale, Aniso, proj)

Arguments

phi

a stationary covariance RMmodel.

alpha

a numerical value; positive

theta

a numerical value; in the interval $(0,1)$

var,scale,Aniso,proj

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

Value

• RMma returns an object of class RMmodel

References

• Ma, C. (2003) Spatio-temporal covariance functions generated by mixtures.Math. Geol.,34, 965-975.

See Also

RMmodel, RFsimulate, RFfit.

Examples

set.seed(0)
model <- RMma(RMgauss(), alpha=4, theta=0.5)
x <- seq(0, 10, if (interactive()) 0.02 else 1) 
plot(model, ylim=c(0,1))
plot(RFsimulate(model, x=x))