Kateri, Maria; Agresti, Alan - In: Statistics & Probability Letters 80 (2010) 2, pp. 89-95
Logistic regression is the closest model, given its sufficient statistics, to the model of constant success probability in terms of Kullback-Leibler information. A generalized binary model has this property for the more general [phi]-divergence. These results generalize to multinomial and other...