spatstat (version 1.45-2)

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.

Details

The Whittle-latex{Mat' ern}{Matern} DPP is defined in (Lavancier, latex{Mller{Moller} and Rubak, 2015) The possible parameters are:
  • the intensitylambdaas a positive numeric
  • the scale parameteralphaas a positive numeric
  • the shape parameternuas a positive numeric (artificially required to be less than 20 in the code for numerical stability)
  • the dimensiondas a positive integer
} An object of class "detpointprocfamily". [object Object],[object Object],[object Object] Lavancier, F. latex{Mller{Moller}, J. and Rubak, E. (2015) Determinantal point process models and statistical inference Journal of the Royal Statistical Society, Series B 77, 853--977. } m <- dppMatern(lambda=100, alpha=.02, nu=1, d=2) dppBessel, dppCauchy, dppGauss, dppPowerExp