The Kalman Filter
The Kalman Filter provides an efficient recursive estimator for the unobserved state of a linear discrete time dynamical system in the presence of measurement error. Kalman (1960) first introduced the method in the Engineering literature, but it can be understood in the context of Bayesian inference.