000 03057nam a22005415i 4500
001 978-3-319-32253-7
003 DE-He213
005 20200421112556.0
007 cr nn 008mamaa
008 160519s2016 gw | s |||| 0|eng d
020 _a9783319322537
_9978-3-319-32253-7
024 7 _a10.1007/978-3-319-32253-7
_2doi
050 4 _aQA76.9.D35
072 7 _aUMB
_2bicssc
072 7 _aURY
_2bicssc
072 7 _aCOM031000
_2bisacsh
082 0 4 _a005.74
_223
100 1 _aRyabko, Boris.
_eauthor.
245 1 0 _aCompression-Based Methods of Statistical Analysis and Prediction of Time Series
_h[electronic resource] /
_cby Boris Ryabko, Jaakko Astola, Mikhail Malyutov.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aIX, 144 p. 29 illus., 21 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aStatistical Methods Based on Universal Codes -- Applications to Cryptography -- SCOT-Modeling and Nonparametric Testing of Stationary Strings.
520 _aUniversal 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.
650 0 _aComputer science.
650 0 _aData structures (Computer science).
650 0 _aComputer science
_xMathematics.
650 0 _aComputational linguistics.
650 0 _aStatistics.
650 1 4 _aComputer Science.
650 2 4 _aData Structures, Cryptology and Information Theory.
650 2 4 _aMathematics of Computing.
650 2 4 _aLanguage Translation and Linguistics.
650 2 4 _aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
650 2 4 _aComputational Linguistics.
700 1 _aAstola, Jaakko.
_eauthor.
700 1 _aMalyutov, Mikhail.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319322513
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-32253-7
912 _aZDB-2-SCS
942 _cEBK
999 _c59141
_d59141