A recursive procedure that provides an estimate of a signal when only the ‘noisy signal’ can be observed. The estimate is effectively constructed by putting exponentially declining weights on the past observations with the rate of decline being calculated from various variance terms. Used as an estimation technique in the analysis of time series data.