I am attempting to explain and predict the distribution of a disease using a poisson point process model in spatstat. My model covariates are environmental variables. I am having difficulties getting my model to converge as I have two geographic regions with contrasting disease prevalence (very high Vs very low). In attempt to get the model to converge I have created a finer quadrature scheme using:

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