Compression-based methods of statistical analysis and prediction of time series (Record no. 29367)

000 -LEADER
fixed length control field nam a22 7a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190219b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319322513
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.55
Item number RYA
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Ryabko, Boris
245 ## - TITLE STATEMENT
Title Compression-based methods of statistical analysis and prediction of time series
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Switzerland :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2016
300 ## - PHYSICAL DESCRIPTION
Extent ix, 144 p. :
Other physical details ill. :
Dimensions 24 cm.
365 ## - TRADE PRICE
Price type code EURO
Price amount 109.99
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references.
520 ## - SUMMARY, ETC.
Summary, etc Universal codes efficiently compress sequences generated by stationary and ergodic sources with unknown statistics, and they were originally designed for lossless data compression. In the meantime, it was realized that they can be used for solving important problems of prediction and statistical analysis of time series, and this book describes recent results in this area. The first chapter introduces and describes the application of universal codes to prediction and the statistical analysis of time series; the second chapter describes applications of selected statistical methods to cryptography, including attacks on block ciphers; and the third chapter describes a homogeneity test used to determine authorship of literary texts. The book will be useful for researchers and advanced students in information theory, mathematical statistics, time-series analysis, and cryptography. It is assumed that the reader has some grounding in statistics and in information theory.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Time-series analysis
Topical term or geographic name as entry element Mathematics
Topical term or geographic name as entry element Probability
Topical term or geographic name as entry element Statistics
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Astola, Jaakko
Personal name Malyutov, Mikhail
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Date acquired Source of acquisition Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Koha item type
          DAIICT DAIICT 2019-02-18 Kushal Books 9272.16 1 1 519.55 RYA 031782 2022-05-09 2021-08-09 Books

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