Some ideas for bias and variance reduction in the splitting algorithm for diffusion processes
Proposition of bias and variance reduction approaches in the splitting algorithm for Markov processes. Bias reduction in splitting using a deformation of the intermediate splitting regions. Optimal splitting region estimation based on a partial differential equation approach or discretization of the state space of the process.
bias variance splitting algorithm markov process rare event estimation stochastic differential equation