mardi 19 mai 2020

How can I find LGCP random field Lambda values in overall area?

There is a rLGCP model example in the RandomField package.

 if(require(RandomFields)) {
  # homogeneous LGCP with exponential covariance function
  X <- rLGCP("exp", 3, var=0.2, scale=.1)

  # inhomogeneous LGCP with Gaussian covariance function
  m <- as.im(function(x, y){5 - 1.5 * (x - 0.5)^2 + 2 * (y - 0.5)^2}, W=owin())
  X <- rLGCP("gauss", m, var=0.15, scale =0.5)
  plot(attr(X, "Lambda"))
  points(X)

  }

I think that the Lambda attribute of X does not show the overall values in the overall two dimensional area.

How can I find the overall Lambda values in overall area?




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