The extended Bregman divergence and parametric estimation
The extended Bregman divergence and parametric estimation
Minimization of suitable statistical distances (between the data and model densities) is a useful technique in the field of robust inference. Apart from the class of ϕ-divergences, the Bregman divergence is extensively used for this purpose. However, since the data density must have a linear presence in the term involving …