Stein-type covariance identities: Klaassen, Papathanasiou and Olkin-Shepp type bounds for arbitrary target distributions

In this paper, we present a minimal formalism for Stein operators which leads to different probabilistic representations of solutions to Stein equations. These in turn provide a wide family of Stein-Covariance identities which we put to use for revisiting the very classical topic of bounding the var...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Ernst, M, Reinert, G, Swan, Y
Formáid: Working paper
Foilsithe / Cruthaithe: 2018