Quasi-Monte Carlo and importance sampling methods for Bayesian inverse problems

Zhijian He, Hejin Wang, Xiaoqun Wang

Importance Sampling (IS), an effective variance reduction strategy in Monte Carlo (MC) simulation, is frequently utilized for Bayesian inference and other statistical challenges. Q…