spatstat (version 1.45-2)

dppCauchy: Generalized Cauchy Determinantal Point Process Model

Description

Function generating an instance of the (generalized) Cauchy determinantal point process model.

Usage

dppCauchy(...)

Arguments

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

Details

The (generalized) Cauchy 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 <- dppCauchy(lambda=100, alpha=.05, nu=1, d=2) dppBessel, dppGauss, dppMatern, dppPowerExp