Application of information in time series analysis

摘要

We present a technique for forecasting the short-term evolution of discrete time sequences based on an information- theoretic approach. The technique produces the parameters of the predictive model; the model is adaptive in the Sense that its coefficients are automatically adjusted at each step. The method is best united for short, nonstationary time series.