Semiparametric inference using fractional posteriors

Alice L'Huillier, Luke Travis, Ismaël Castillo +1

We establish a general Bernstein--von Mises theorem for approximately linear semiparametric functionals of fractional posterior distributions based on nonparametric priors. This is…