Recursive Filters
Probability
Sampling Methods
Kalman Filter
Moving Average
Exponential Moving Average
Recursive Filters
Each of these filters updates a running estimate from only the previous estimate and the newest measurement \(z_i\) — no stored history of the stream — which is what makes…