spatstat (version 1.63-0)

dppMatern: Whittle-Matern Determinantal Point Process Model

Description

Function generating an instance of the Whittle-Matern determinantal point process model

Usage

dppMatern(…)

Arguments

arguments of the form tag=value specifying the parameters. See Details.

Value

An object of class "detpointprocfamily".

Details

The Whittle-Matern DPP is defined in (Lavancier, Moller and Rubak, 2015) The possible parameters are:

  • the intensity lambda as a positive numeric

  • the scale parameter alpha as a positive numeric

  • the shape parameter nu as a positive numeric (artificially required to be less than 20 in the code for numerical stability)

  • the dimension d as a positive integer

References

Lavancier, F. Moller, J. and Rubak, E. (2015) Determinantal point process models and statistical inference Journal of the Royal Statistical Society, Series B 77, 853--977.

See Also

dppBessel, dppCauchy, dppGauss, dppPowerExp

Examples

# NOT RUN {
m <- dppMatern(lambda=100, alpha=.02, nu=1, d=2)
# }