A Fractal Time Series Modeling and Analysis Package

beamchaos | Chaotic beam data |

chaoticInvariant | Class for chaotic invariant objects |

corrDim | Correlation dimension |

determinism | Detecting determinism in a time series |

DFA | Detrended fluctuation analysis |

dispersion | Dispersion analysis |

ecgrr | Electrocardiogram R-R Interval Data |

eda.plot | Generic function for generating extended data analysis plots |

eegduke | Electroencephalogram Recordings of a Seizure |

embedSeries | Creates a delay embedding of a single variable time series |

FDSimulate | Simulation of an FD process with time varying model... |

FDWhittle | Estimate the Hurst coefficient by Whittle's method |

findNeighbors | Nearest neighbor search in a multidimensional space |

FNN | Estimation of the proper embedding dimension for a... |

FNS | Estimation of the proper embedding dimension for a... |

fractalBlock | Class constructor for block-dependent estimators for... |

HDEst | Hurvich-Deo estimate of number of frequencies to use in a... |

henon | Henon map |

hurstACVF | Estimate the Hurst coefficient by regression of scaled asinh... |

hurstBlock | Hurst coefficient estimation in the time domain |

hurstSpec | Hurst coefficient estimation via spectral regression |

infoDim | Information dimension |

KDE | Nonparametric multidimensional probability density function... |

lmACF | ACF, PACF, and ACVF for various stochastic fractal time... |

lmConfidence | Confidence intervals for unknown mean |

lmConvert | Stochastic fractal exponent conversion |

lmModel | Constructor function for objects of class "lmModel" |

lmSDF | SDF for various stochastic fractal time series models |

lmSimulate | Stochastic fractal time series simulation |

localProjection | Time series denoising via a local projection filtering... |

lorenz | Chaotic response of the Lorenz system |

lorenz.ode | Lorenz system ODEs |

lyapunov | Local-Global Lyapunov Spectrum Estimation |

medianFilter | Median filtering of a time series |

pd5si | Gait stride intervals for a patient with Parkinson's Disease |

poincareMap | Create a Poincare map |

RoverS | Estimate the Hurst coefficient by rescaled range (R/S) method |

spaceTime | Space time separation plot |

stationarity | Testing for stationarity in a time series |

surrogate | Surrogate data generation |

timeLag | Estimate the proper time lag for single variable delay... |

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