Small-noise analysis and symmetrization of implicit Monte Carlo samplers

Jonathan Goodman, Kevin K. Lin, Matthias Morzfeld

Implicit samplers are algorithms for producing independent, weighted samples from multi-variate probability distributions. These are often applied in Bayesian data assimilation alg…