Variance estimation for Sequential Monte Carlo Algorithms: a backward sampling approach

Yazid Janati El idrissi, Sylvain Le Corff, Yohan Petetin

In this paper, we consider the problem of online asymptotic variance estimation for particle filtering and smoothing. Current solutions for the particle filter rely on the particle…