The Resource Nonlinear time series analysis, Holger Kantz, Thomas Schreiber

Nonlinear time series analysis, Holger Kantz, Thomas Schreiber

Label
Nonlinear time series analysis
Title
Nonlinear time series analysis
Statement of responsibility
Holger Kantz, Thomas Schreiber
Creator
Contributor
Subject
Language
eng
Summary
Topics include phase space embeddings, nonlinear prediction and noise reduction, Lyapunov exponents, dimensions and entropies, chaos control, wavelet analysis and pattern dynamics. All material is discussed and illustrated using experimental data
Member of
Cataloging source
DLC
http://library.link/vocab/creatorDate
1960-
http://library.link/vocab/creatorName
Kantz, Holger
Illustrations
illustrations
Index
index present
LC call number
QA280
LC item number
.K355 1997
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1963-
http://library.link/vocab/relatedWorkOrContributorName
Schreiber, Thomas
http://library.link/vocab/subjectName
  • Time-series analysis
  • Nonlinear theories
  • chaos
  • système déterministe
  • série chronologique
  • dynamique non linéaire
  • Série chronologique
  • Théories non linéaires
  • Nonlinear theories
  • Time-series analysis
  • Tijdreeksen
  • Niet-lineaire theorieën
  • Chaos
  • Estatistica
  • Ondelettes
  • Théories non linéaires
  • Séries chronologiques
  • Nichtlineare Zeitreihenanalyse
Label
Nonlinear time series analysis, Holger Kantz, Thomas Schreiber
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 288-299) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Advanced embedding methods
  • Chaotic data and noise
  • More about invariant quantities
  • Modelling and forecasting
  • Chaos control
  • Other selected topics
  • Efficient neighbour searching
  • Program listings
  • Description of the experimental data sets
  • Why nonlinear methods?
  • Linear tools and general considerations
  • Phase space methods
  • Determinism and predictability
  • Instability: Lyapunov exponents
  • Self-similarity: dimensions
  • Using nonlinear methods when determinism is weak
  • Selected nonlinear phenomena
Dimensions
26 cm.
Extent
xvi, 304 pages
Isbn
9780521653879
Isbn Type
(pbk.)
Lccn
96037159
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)35842561
  • (OCoLC)ocm35842561
Label
Nonlinear time series analysis, Holger Kantz, Thomas Schreiber
Publication
Bibliography note
Includes bibliographical references (p. 288-299) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Advanced embedding methods
  • Chaotic data and noise
  • More about invariant quantities
  • Modelling and forecasting
  • Chaos control
  • Other selected topics
  • Efficient neighbour searching
  • Program listings
  • Description of the experimental data sets
  • Why nonlinear methods?
  • Linear tools and general considerations
  • Phase space methods
  • Determinism and predictability
  • Instability: Lyapunov exponents
  • Self-similarity: dimensions
  • Using nonlinear methods when determinism is weak
  • Selected nonlinear phenomena
Dimensions
26 cm.
Extent
xvi, 304 pages
Isbn
9780521653879
Isbn Type
(pbk.)
Lccn
96037159
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)35842561
  • (OCoLC)ocm35842561

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