I have fitted a model to a point pattern using INLA, and generated 1000 simulated pp from the posterior of this model. I want to use these samples to generate the L-function envelope for my data, and see whether the model captures the structure of my pattern. My question is:
Since my H0 would then be that my data fits my model, (i.e. the observations are independent conditional to the field), I believe I should use
Lest instead of
Linhom, as a function inside the envelope call, even if the original point pattern is not homogeneous.
Can someone confirm my logic is correct?