Literature DB >> 7811642

Two tools to test time series data for evidence of chaos and/or nonlinearity.

J Theiler1.   

Abstract

Two computer programs are described for evaluating the evidence for chaos and nonlinearity in time series data. "bx" is an efficient algorithm for computing the correlation integral (from which correlation dimension can be estimated); and "surrogat" is a Fourier-transform-based algorithm for generating surrogate data consistent with a null hypothesis that the data arise as a result of a linear stochastic process.

Mesh:

Year:  1994        PMID: 7811642     DOI: 10.1007/bf02691326

Source DB:  PubMed          Journal:  Integr Physiol Behav Sci        ISSN: 1053-881X


  1 in total

1.  Efficient algorithm for estimating the correlation dimension from a set of discrete points.

Authors: 
Journal:  Phys Rev A Gen Phys       Date:  1987-11-01
  1 in total
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1.  Low doses of ethanol reduce evidence for nonlinear structure in brain activity.

Authors:  C L Ehlers; J Havstad; D Prichard; J Theiler
Journal:  J Neurosci       Date:  1998-09-15       Impact factor: 6.167

2.  Combining electroencephalographic activity and instantaneous heart rate for assessing brain-heart dynamics during visual emotional elicitation in healthy subjects.

Authors:  G Valenza; A Greco; C Gentili; A Lanata; L Sebastiani; D Menicucci; A Gemignani; E P Scilingo
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2016-05-13       Impact factor: 4.226

  2 in total

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