9783319322513 - Compression-based Methods of Statistical Analysis and Prediction of Time Series by Ryabko, Boris; Astola, Jaakko; Malyutov, Mikhail (19 results)
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Published by Springer International Publishing, o.O., 2016
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Compression-Based Methods of Statistical Analysis and Prediction of Time Series
Ryabko, Boris (Author)/ Astola, Jaakko (Author)/ Malyutov, Mikhail (Author)
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Condition: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: Bücher | 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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Softcover. Condition: gut. 2016. Compression-Based Methods of Statistical Analysis and Prediction of Time Series. With figures In deutscher Sprache. pages.
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Published by Springer International Publishing Mai 2016, 2016
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 156 pp. Englisch.
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Useful for researchers and graduate students in information theory, coding, cryptography, statistics, and computational linguistics Topics of foundational interest Describes applications such as attacks on b…lock ciphers and authorship attri.
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Buch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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 solvi…ng 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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Buch. Condition: Neu. Compression-Based Methods of Statistical Analysis and Prediction of Time Series | Boris Ryabko (u. a.) | Buch | ix | Englisch | 2016 | Springer | EAN 9783319322513 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbie…ter: preigu Print on Demand.
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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 sol…ving 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 156 pp. Englisch.
