Compression-Based Methods of Statistical Analysis and Prediction of Time Series

Compression-Based Methods of Statistical Analysis and Prediction of Time Series

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 ana...

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Bibliographic Details
Main Authors: Ryabko, Boris (Author), Astola, Jaakko (Author), Malyutov, Mikhail (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
Subjects:
Computer science.
Data structures (Computer science).
Computer science > Mathematics.
Computational linguistics.
Statistics.
Computer Science.
Data Structures, Cryptology and Information Theory.
Mathematics of Computing.
Language Translation and Linguistics.
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Computational Linguistics.
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ΒΚΠ - Πατρα: ALFd

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Call Number: 330.01 BAU
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ΒΚΠ - Πατρα: BSC

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Call Number: 330.01 BAU
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