Fitted Probabilities for Spatial Logistic Regression

Description

Given a fitted Spatial Logistic Regression model, this function computes the fitted probabilities for each pixel.

Usage

  ## S3 method for class 'slrm'
fitted(object, ...)

Arguments

Details

This is a method for the generic function fitted for spatial logistic regression models (objects of class "slrm", usually obtained from the function slrm).

The algorithm computes the fitted probabilities of the presence of a random point in each pixel.

Value

A pixel image (object of class "im") containing the fitted probability for each pixel.

Author(s)

Adrian Baddeley Adrian.Baddeley@curtin.edu.au adrian@maths.uwa.edu.au

and Rolf Turner r.turner@auckland.ac.nz

See Also

slrm, fitted

Examples

  X <- rpoispp(42)
  fit <- slrm(X ~ x+y)
  plot(fitted(fit))