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Compression-Based Methods of Statistical Analysis and Prediction of Time Series (Hardcover, 1st ed. 2016): Boris Ryabko, Jaakko... Compression-Based Methods of Statistical Analysis and Prediction of Time Series (Hardcover, 1st ed. 2016)
Boris Ryabko, Jaakko Astola, Mikhail Malyutov
R3,217 Discovery Miles 32 170 Ships in 12 - 17 working days

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.

Cryptography In The Information Society (Hardcover): Boris Ryabko, Andrey Fionov Cryptography In The Information Society (Hardcover)
Boris Ryabko, Andrey Fionov
R2,259 Discovery Miles 22 590 Ships in 10 - 15 working days

This textbook describes the main techniques and features of contemporary cryptography, but does so using secondary school mathematics so that the concepts discussed can be understood by non-mathematicians. The topics addressed include block ciphers, stream ciphers, public key encryption, digital signatures, cryptographic protocols, elliptic curve cryptography, theoretical security, blockchain and cryptocurrencies, issues concerning random numbers, and steganography. The key results discussed in each chapter are mathematically proven, and the methods are described in sufficient detail to enable their computational implementation. Exercises are provided.

Compression-Based Methods of Statistical Analysis and Prediction of Time Series (Paperback, Softcover reprint of the original... Compression-Based Methods of Statistical Analysis and Prediction of Time Series (Paperback, Softcover reprint of the original 1st ed. 2016)
Boris Ryabko, Jaakko Astola, Mikhail Malyutov
R3,184 Discovery Miles 31 840 Ships in 10 - 15 working days

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.

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