rMaternI

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Simulate Matern Model I

Generate a random point pattern, a simulated realisation of the Mat'ern Model I inhibition process model.

Keywords
spatial, datagen
Usage
rMaternI(kappa, r, win = owin(c(0,1),c(0,1)))
Arguments
kappa
Intensity of the Poisson process of proposal points. A single positive number.
r
Inhibition distance.
win
Window in which to simulate the pattern. An object of class "owin" or something acceptable to as.owin.
Details

This algorithm generates a realisation of Mat'ern's Model I inhibition process inside the window win.

The process is constructed by first generating a uniform Poisson point process of ``proposal'' points with intensity kappa inside the window. A proposal point is deleted if it lies within r units' distance of another proposal point. Otherwise it is retained. The retained points constitute Mat'ern's Model I.

Value

  • The simulated point pattern (an object of class "ppp").

See Also

rpoispp, rMatClust

Aliases
  • rMaternI
Examples
pp <- rMaternI(20, 0.05)
Documentation reproduced from package spatstat, version 1.16-1, License: GPL (>= 2)

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