Random data: structure and analysis. 2nd edition, processed and supplemented. Himenko V.I.

The book is devoted to one of the most general problems of physics and technology, biology and natural science - the problem of extracting information from random data (observations, measurements, experimental research). This problem includes the stages of data collection, building models of real processes and systems, analysis and interpretation of the resulting results.

The book gives a description and detailed analysis of the structure of the most important models of time series, continuous random processes from the point of view of applications , random streams of events, random fields and images. A large number of new results are presented on a probabilistic analysis of heterogeneous data, displays of random processes on the phase plane, the characteristics of emissions and the characteristics of excesses of the specified levels. The wide variety of practical tasks that are solved (or can be solved) are shown on the basis of the considered models of random functions.

The book of the book additionally discusses the issues of studying extreme values ​​of random functions, the features of the construction of probabilistic models with double stochastic and the possibility of analysis are shown random processes in conditions of random environments.

for a wide range of specialists, graduate students and students, for those who study, explore and puts in practice models and methods of analyzing random data different in their physical nature.