On quasi-invariant density estimation

Abstract Quasi-invariance of density estimators with respect to a transformation group acting on a homogeneous space is introduced as a concept generalizing earlier definitions of invariance (or equivariance). Under suitable assumptions, estimators which are optimal (in a decision-theoretic sense) in the class of all quasi-invariant density estimators are constructed.