https://github.com/cran/RandomFields
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Tip revision: 683e381531c37e8e7224edd899422f119d926418 authored by Martin Schlather on 21 January 2014, 00:00:00 UTC
version 3.0.10
Tip revision: 683e381
RMbrownresnick.Rd
\name{RMbrownresnick}
\alias{RMbrownresnick}
\title{Tail correlation function of the Brown-Resnick process}
\description{
  \command{RMbrownresnick} defines
  the tail correlation function of the Brown-Resnick process.
  \deqn{C(h) = 2 - 2\Phi(\sqrt{\gamma(h) / 2})}
  where \eqn{Phi} is the standard normal distribution function.
}
\usage{
RMbrownresnick(phi, var, scale, Aniso, proj);
}
\arguments{
 \item{phi}{variogram of class \code{\link[=RMmodel-class]{RMmodel}}.}
 \item{var,scale,Aniso,proj}{optional parameters; same meaning for any
 \command{\link{RMmodel}}. If not passed, the above
 covariance function remains unmodified.}
}
\value{
 object of class \code{\link[=RMmodel-class]{RMmodel}}
}
\details{
 For a given \command{\link{RMmodel}} the function
 \code{\link{RMbrownresnick}(\link{RMmodel}())} 'returns' the tail correlation
 function of a Brown-Resnick process with variogram \command{\link{RMmodel}}.
}
\references{
  Kabluchko, Z., Schlather, M. & de Haan, L (2009)
  Stationary max-stable random fields associated to negative definite functions
  \emph{Ann. Probab.} \bold{37}, 2042-2065.
}
\seealso{
 \command{\link{RFsimulate}},
 \command{\link{RMstrokorb}},
 \command{\link{RMmodel}}.
}
\examples{
RFoptions(seed=0)
#plot covariance model of type RMbrownresnick
RMmodel <- RMfbm(alpha=1.5, scale=0.2)
plot(RMbrownresnick(RMmodel))

#simulate and plot corresponding Gaussian random field
x <- if (interactive()) seq(-5, 5, 0.05) else seq(-5, 5, 5)
z <- RFsimulate(RMbrownresnick(RMmodel), x=x, y=x, grid=TRUE, print=6)
plot(z)
\dontshow{RFoptions(seed=NA)}
}

\author{Martin Schlather, \email{schlather@math.uni-mannheim.de}
 \url{http://ms.math.uni-mannheim.de}
}
\keyword{spatial}
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