摘要
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 discrete data.
- 出版日期2010-1-15