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Preprints of the Keldysh Institute of Applied Mathematics, 2013, 017, 16 pp.
(Mi ipmp17)
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Optimal set length indicator for non-stationary time-series
A. V. Lebedev, Yu. N. Orlov, D. O. Shagov
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.
Citation:
A. V. Lebedev, Yu. N. Orlov, D. O. Shagov, “Optimal set length indicator for non-stationary time-series”, Keldysh Institute preprints, 2013, 017, 16 pp.
Linking options:
https://www.mathnet.ru/eng/ipmp17 https://www.mathnet.ru/eng/ipmp/y2013/p17
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