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This reprint contains all of the articles that were accepted and published in the Special Issue of Mathematics titled "New Trends in Stochastic Processes, Probability and Statistics". This Special Issue was devoted to an important aspect of modern applied statistics, the identification of random process parameters and the development of non-parametric statistical methods.
It is hoped that this reprint will prove useful to those working in modern areas of probability theory, stochastic processes, and mathematical statistics.
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