spatstat.core (version 2.3-1)

dppPowerExp: Power Exponential Spectral Determinantal Point Process Model

Description

Function generating an instance of the Power Exponential Spectral determinantal point process model.

Usage

dppPowerExp(…)

Arguments

…

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

Value

An object of class "detpointprocfamily".

Details

The Power Exponential Spectral 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, dppMatern

Examples

# NOT RUN {
m <- dppPowerExp(lambda=100, alpha=.01, nu=1, d=2)
# }