How is Bayesian Estimation related to filtering?
In Wiener filtering, you filter a noisy signal to more closely resemble a desired signal that you have access to.  In Bayesian estimation, you take prior knowledge into account to estimate some state given noisy measurements.  In frequency filtering, you just remove frequency content from a signal.