Compression-Based Methods of Statistical Analysis and Prediction of Time Series
Language: English
Published by Springer, 2016
- Hardcover
- Used
Seller: Bay State Book Company, North Smithfield, RI, U.S.A.Bay State Book Company
AbeBooks seller since January 23, 2023
Condition: Used - Very good
US$ 83.05
Quantity: 1 available
Add to basketSeller Inventory # BSM.19XIK
- Title
- Compression-Based Methods of Statistical Analysis and Prediction of Time Series
- Author
- Ryabko, Boris; Astola, Jaakko; Malyutov, Mikhail
- Publisher
- Springer
- Publication year
- 2016
- Condition
- very_good
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 3319322516
- ISBN 13
- 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.
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.
"Synopsis" may belong to another edition of this title.
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 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.
"About the title" may belong to another edition of this title.
Bay State Book Company
North Smithfield, RI, U.S.A.
AbeBooks seller since January 23, 2023
Shipping rates within U.S.A.
| Item | 4 to 11 business days | 4 to 10 business days |
|---|---|---|
| First item | US$ 0.00 | US$ 6.00 |
Payment methods
Store description
Specialty
History, fiction, children's booksSeller's business information
Bay State Book Company LLC
473 saint paul st, suite 1 (Bay State Books)
North Smithfield, RI U.S.A. 02896