The Hellinger Bounds on the Kullback-Leibler Divergence and the Bernstein Norm

Tetsuya Kaji

The Kullback-Leibler divergence, the Kullback-Leibler variation, and the Bernstein "norm" are used to quantify discrepancies among probability distributions in likelihood models su…