Statistical Guarantees for Data-driven Posterior Tempering

Ruchira Ray, Marco Avella Medina, Cynthia Rush

Posterior tempering reduces the influence of the likelihood in the calculation of the posterior by raising the likelihood to a fractional power $\hat{I}\pm$. The resulting power posterior…