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

Boris Ryabko, Jaakko Astola, Mikhail Malyutov




[PDF.pq40] Compression-Based Methods of Statistical Analysis and Prediction of Time Series

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 | #2695636 in Books |  2016-05-20 | Original language:English | PDF # 1 |  9.21 x.44 x6.14l,.0 | File type: PDF | 144 pages

||From the Back Cover||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 s

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 p...

You can specify the type of files you want, for your gadget.Compression-Based Methods of Statistical Analysis and Prediction of Time Series   |  Boris Ryabko, Jaakko Astola, Mikhail Malyutov.Not only was the story interesting, engaging and relatable, it also teaches lessons.

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