An ergodic theorem for the weighted ensemble method

We study weighted ensemble, an interacting particle method for sampling distributions of Markov chains that has been used in computational chemistry since the 1990s. Many important applications ensemble require computation long time averages. establish consistency this setting by proving ergodic theorem As part proof, we derive explicit variance formulas could be useful optimizing method.