Conjugate prior mixtures are themselves conjugate priors; they produce posterior distributions
that are updated mixtures of the updated conjugate prior components. The updating process and
properties of conjugate priors mixtures are discussed by O’Hagan(1994), Diaconis & Ylvsaker(1985),
and Dalal & Hall(1983).

Advertisements