Für statistische Zwecke und um bestmögliche Funktionalität zu bieten, speichert diese Website Cookies auf Ihrem Gerät. Das Speichern von Cookies kann in den Browser-Einstellungen deaktiviert werden. Wenn Sie die Website weiter nutzen, stimmen Sie der Verwendung von Cookies zu.
Cookie akzeptierenBoris Ryabko / Mikhail Malyutov / Jaakko Astola
Compression-Based Methods of Statistical Analysis and Prediction of Time Series
- Springer International Publishing
- 2016
- Gebunden
- 156 Seiten
- ISBN 9783319322513
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.
Mehr
Weniger
zzgl. Versand
in Kürze