The Dynamics and Statistics of Exponential Smoothing Operations

Certain of the dynamic and statistical properties of exponential smoothing operators are investigated primarily by means of the differential equations appropriate to their continuous analogues. Particular attention is given to Brown and Meyer's estimator of the current mean value of a time series exhibiting a quadratic trend.