Compression-Based Methods of Statistical Analysis and Prediction of Time Series (Record no. 59141)

000 -LEADER
fixed length control field 03057nam a22005415i 4500
001 - CONTROL NUMBER
control field 978-3-319-32253-7
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200421112556.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 160519s2016 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9783319322537
-- 978-3-319-32253-7
082 04 - CLASSIFICATION NUMBER
Call Number 005.74
100 1# - AUTHOR NAME
Author Ryabko, Boris.
245 10 - TITLE STATEMENT
Title Compression-Based Methods of Statistical Analysis and Prediction of Time Series
300 ## - PHYSICAL DESCRIPTION
Number of Pages IX, 144 p. 29 illus., 21 illus. in color.
505 0# - FORMATTED CONTENTS NOTE
Remark 2 Statistical Methods Based on Universal Codes -- Applications to Cryptography -- SCOT-Modeling and Nonparametric Testing of Stationary Strings.
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 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Mathematics.
700 1# - AUTHOR 2
Author 2 Astola, Jaakko.
700 1# - AUTHOR 2
Author 2 Malyutov, Mikhail.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-319-32253-7
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
264 #1 -
-- Cham :
-- Springer International Publishing :
-- Imprint: Springer,
-- 2016.
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-- text
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-- computer
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-- rdamedia
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-- online resource
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-- rdacarrier
347 ## -
-- text file
-- PDF
-- rda
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Computer science.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Data structures (Computer science).
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Computer science
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Computational linguistics.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Statistics.
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Computer Science.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Data Structures, Cryptology and Information Theory.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Mathematics of Computing.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Language Translation and Linguistics.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
650 24 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Computational Linguistics.
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-- ZDB-2-SCS

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