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Related to "How to deal with perfect separation in logistic regression?":

I am modelling survival using a binomial mixed model (gamm from mgcv), but the model won't converge - I suspect because of complete separation in some observations. What are strategies to deal with this in the Generalized Additive Model framework?

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