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 |