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TimeSeriesGeneration

DOI

Matlab code for generating time series from different types of generative model systems.

Basic support for:

  • Autoregressive processes: MkSg_AR
  • Systems of ODEs (dynamical systems, or flows, including all systems included in Chaos and Time-Series Analysis by J. C. Sprott): MkSg_Flow
  • Iterative maps (including all of those listed in Chaos and Time-Series Analysis by J. C. Sprott): MkSg_Map
  • Uncorrelated random noise (from a given distribution): MkSg_Noise
  • Self-affine processes: MkSg_SelfAffine
  • Noisy sinusoids: MkSg_Sine

Generation of HCTSA files for different systems with continuously varying parameters

runScript.m

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Generating time series from a range of dynamical systems

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