Unbiased Derivative Estimation for Stationary Mean of Parameterized Markov chains

Jeffrey Wang, Chang-han Rhee

We propose a new approach to unbiased estimation of the gradients of the stationary means associated with parametrized families of Markov chains. Our estimators are particularly ef…