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Deletion diagnostics for the generalised linear mixed model with independent random effects

Deletion diagnostics for the generalised linear mixed model with independent random effects

The Generalised linear mixed model (GLMM) is widely used for modelling environmental data. However, such data are prone to influential observations, which can distort the estimated exposure-response curve particularly in regions of high exposure. Deletion diagnostics for iterative estimation schemes commonly derive the deleted estimates based on a single iteration …