# residuals.kppm

0th

Percentile

##### Residuals for Fitted Cox or Cluster Point Process Model

Given a Cox or cluster point process model fitted to a point pattern, compute residuals.

Keywords
models, methods, spatial
##### Usage
## S3 method for class 'kppm':
residuals(object, \dots)
##### Arguments
object
The fitted point process model (an object of class "kppm") for which residuals should be calculated.
...
Arguments passed to residuals.ppm.
##### Details

This function extracts the intensity component of the model using as.ppm and then applies residuals.ppm to compute the residuals. Use plot.msr to plot the residuals directly.

##### Value

• An object of class "msr" representing a signed measure or vector-valued measure (see msr). This object can be plotted.

msr, kppm
fit <- kppm(redwood ~x, "Thomas")
rr <- residuals(fit)