I am looking to create a predictive model in ArcGIS. I have done this previously with glm with poisson distribution and found it relatively straightforward in raster calculator e.g.
exp(intercept + (xvariable) + (yvariable))
However, it is likely that i shall need to use a more complex approach to account for both local and landscape variables and will need to use a Generalised Linear Mixed Model.
Does anyone have experience of this? Is it possible to do in ArcGIS(raster calculator), how would the equation likely differ to that above?