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lgcp (version 1.3-3)

lgcpSimMultitypeSpatialCovariates: lgcpSimMultitypeSpatialCovariates function

Description

A function to Simulate multivariate point process models

Usage

lgcpSimMultitypeSpatialCovariates(formulaList, owin, regionalcovariates,
  pixelcovariates, betaList, spatial.offsetList = NULL, cellwidth,
  model.parameters, spatial.covmodel = "exponential", covpars = c(),
  ext = 2, plot = FALSE, inclusion = "touching")

Arguments

formulaList
a list of formulae objetcs
owin
a spatstat owin object on which to simulate the data
regionalcovariates
a SpatialPolygonsDataFrame object
pixelcovariates
a SpatialPixelsDataFrame object
betaList
list of beta parameters
spatial.offsetList
list of poisson offsets
cellwidth
cellwidth
model.parameters
model parameters, a list eg list(sigma=1,phi=0.2)
spatial.covmodel
the choice of spatial covariance model, can be anything from the RandomFields covariance function, CovariacenFct.
covpars
additional covariance parameters, for the chosen model, optional.
ext
number of times to extend the simulation window
plot
whether to plot the results automatically
inclusion
criterion for cells being included into observation window. Either 'touching' or 'centroid'. The former, the default, includes all cells that touch the observation window, the latter includes all cells whose centroids are inside the observation wi

Value

  • a marked ppp object, the simulated data