Boris Ryabko & Jaakko Astola 
Compression-Based Methods of Statistical Analysis and Prediction of Time Series [PDF ebook] 

Sokongan

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.

€96.29
cara bayaran

Jadual kandungan

Statistical Methods Based on Universal Codes.- Applications to Cryptography.- SCOT-Modeling and Nonparametric Testing of Stationary Strings.

Beli ebook ini dan dapatkan 1 lagi PERCUMA!
Bahasa Inggeris ● Format PDF ● Halaman-halaman 144 ● ISBN 9783319322537 ● Saiz fail 2.7 MB ● Penerbit Springer International Publishing ● Bandar raya Cham ● Negara CH ● Diterbitkan 2016 ● Muat turun 24 bulan ● Mata wang EUR ● ID 4893568 ● Salin perlindungan Social DRM

Lebih banyak ebook daripada pengarang yang sama / Penyunting

16,795 Ebooks dalam kategori ini