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.
Value
An object of class "detpointprocfamily".
Details
The (generalized) Cauchy 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 B77, 853--977.