rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Complex and Chaotic Nonlinear Dynamics
    sub title: Advances in Economics and Finance, Mathematics and Statistics
  name:
    name part: Vialar, Thierry.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2009
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XVI, 752 p. online resource.
  abstract: Complex dynamics constitute a growing and increasingly important area as they offer a strong potential to explain and formalize natural, physical, financial and economic phenomena. This book pursues the ambitious goal to bring together an extensive body of knowledge regarding complex dynamics from various academic disciplines. Beyond its focus on economics and finance, including for instance the evolution of macroeconomic growth models towards nonlinear structures as well as signal processing applications to stock markets, fundamental parts of the book are devoted to the use of nonlinear dynamics in mathematics, statistics, signal theory and processing. Numerous examples and applications, almost 700 illustrations and numerical simulations based on the use of Matlab make the book an essential reference for researchers and students from many different disciplines who are interested in the nonlinear field. An appendix recapitulates the basic mathematical concepts required to use the book. .
  table of contents: Investigation Methods of Complex and Chaotic Nonlinear Dynamics -- Nonlinear Theory -- Delay Model, SSA and Brownian Motion -- Statistics of Complex and Chaotic Nonlinear Dynamics: Invariants and Rare Events -- Nonlinear Processes and Discrimination -- Statistical and Topological Invariants and Ergodicity -- Spectral and Time-Frequency Theories and Waveforms: Regularity and Singularity -- Spectral and Time–Frequency Analyses and Signal Processing -- The Atomic Decompositions of Signals -- Economic Growth, Instability and Nonlinearity -- Evolution of Economic Growth Models -- Efficiency and Random Walk.
  note: by Thierry Vialar.
  subject:
    topic: Finance
  subject:
    topic: Applied mathematics
  subject:
    topic: Engineering mathematics
  subject:
    topic: Economics, Mathematical
  subject:
    topic: Statistical physics
  subject:
    topic: Dynamical systems
  subject:
    topic: Statistics
  subject:
    topic: Econometrics
  subject:
    topic: Economics
  subject:
    topic: Econometrics
  subject:
    topic: Applications of Mathematics
  subject:
    topic: Finance, general
  subject:
    topic: Statistics for Business/Economics/Mathematical Finance/Insurance
  subject:
    topic: Quantitative Finance
  subject:
    topic: Statistical Physics, Dynamical Systems and Complexity
  classification: HB139-141
  classification: 330.015195
  related item:
    title info:
      title: Springer eBooks
  identifier: 9783540859789
  identifier: http://dx.doi.org/10.1007/978-3-540-85978-9
  record info:
    record creation date: 100301
    record change date: 20151204175015.0
    record identifier: 978-3-540-85978-9