R: Whittle-Matern Determinantal Point Process Model

dppMatern {spatstat} | R Documentation

## 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-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

### Value

An object of class `"detpointprocfamily"`.

### Author(s)

Adrian Baddeley Adrian.Baddeley@curtin.edu.au

Rolf Turner r.turner@auckland.ac.nz

and Ege Rubak rubak@math.aau.dk

### 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

    m <- dppMatern(lambda=100, alpha=.02, nu=1, d=2)

[Package spatstat version 1.63-3 Index]