Sampling and Change of Measure for Monte Carlo Integration on Simplices
Sampling and Change of Measure for Monte Carlo Integration on Simplices
Abstract Simplices are the fundamental domain when integrating over convex polytopes. The aim of this work is to establish a novel framework of Monte Carlo integration over simplices, throughout from sampling to variance reduction. Namely, we develop a uniform sampling method on the standard simplex consisting of two independent procedures …