Applied nonlinear time series analysis : applications in physics, physiology and finance /

Nonlinear time series methods have developed rapidly over a quarter of a century and have reached an advanced state of maturity during the last decade. Implementations of these methods for experimental data are now widely accepted and fairly routine; however, genuinely useful applications remain rar...

詳細記述

書誌詳細
第一著者: Small, Michael
フォーマット: Licensed eBooks
言語:英語
出版事項: Singapore : World Scientific, 2005.
シリーズ:World Scientific series on nonlinear science. Monographs and treatises ; v. 52.
オンライン・アクセス:https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=148544
目次:
  • Time series embedding and reconstruction
  • Dynamic measures and topological invariants
  • Estimation of correlation dimension
  • The method of surrogate data
  • Non-standard and non-linear surrogates
  • Identifying the dynamics
  • Applications.