Quantile Importance Sampling

Jyotishka Datta, Nicholas G. Polson

In Bayesian inference, the approximation of integrals of the form $\psi ={\mathbb{E}}_{F}l(X)={\int }_{\chi }l(\mathbf{x})dF(\mathbf{x})$ is a fundamental challenge. Such integrals are cr…