Different models have different link functions. To calculate the prediction, invert the link function for the model. The inverse functions are in this table.
where is from the training data only when there is a test data set for validation.
The confidence limits use the Wald approximation method. The following is the general formula for a 100(1 − α)% two-sided confidence interval: