Infinitely imbalanced binomial regression and deformed exponential families

29 Mar 2013

The logistic regression model is known to converge to a Poisson point process model if the binary response tends to infinitely imbalanced. In this paper, it is shown that this phenomenon is universal in a wide class of link functions on binomial regression... (read more)

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