Abstract:
The properties of distributions of the distances between two empirical distribution function densities for non-stationary time-series are investigated. The optimal choice of histogram interval is suggested on the basis of self-agreement accuracy of empirical probability. The generalization of optimal set length indicator with the use of statistical good quality factor is given.
Keywords:statistical good quality indicator, optimal histogram class interval, time series, non-stationary distributions.