175 research outputs found
Application of Kolmogorov complexity and universal codes to identity testing and nonparametric testing of serial independence for time series
We show that Kolmogorov complexity and such its estimators as universal codes
(or data compression methods) can be applied for hypotheses testing in a
framework of classical mathematical statistics. The methods for identity
testing and nonparametric testing of serial independence for time series are
suggested.Comment: submitte
Early pioneers to reversible computation
Reversible computing is one of the most intensively developing research areas nowadays. We present a survey of less known or forgotten papers to show that a transfer of ideas between different disciplines is possible
Methods for Blind Estimation of the Variance of Mixed Noise and Their Performance Analysis
International audienc
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