The Kalman Filter, firstly proposed by R.E. Kalman (1960, cf. ), is an algorithm to estimate the optimal parameters of a linear dynamical system. Precisely, the idea of Kalman filtering is to predict a state vector’s mean and variance after updating all the information from the previous period.
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