Eric Tatt Wei Ho

Statistical commutators with applications to estimation, inference, and regularization tuning

Abstract We develop a classical operator framework, the statistical commutator , to study estimation and regularization through the non-commutativity of statistical operators. For a dominated parametric model, the score-transport operator $$\Lambda _\theta g:= \partial _\theta g...