On importance sampling and independent Metropolis-Hastings with an unbounded weight function

George Deligiannidis, Pierre E. Jacob, El Mahdi Khribch +1

Importance sampling and independent Metropolis-Hastings are among the fundamental building blocks of Monte Carlo methods. Both require a proposal distribution that globally approxi…