Shapour Mohammadi

Last seen: 27 días hace | Con actividad desde 2021

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Estadística

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Univariate Time Series Forecasting (ANN+Early Stopping)
Forecasting univariate time series based on neural networks.

3 meses hace | 2 descargas |

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Nonparametric Estimation of Regression
Estimation of a nonparametric regression based on rank regression.

3 meses hace | 8 descargas |

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Univariate Nonlinearity Test
Nonlinearity test for univariate time series

3 meses hace | 1 descarga |

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Multivariate Nonlinearity Test
Nonlinearity test for multivariate time series

3 meses hace | 1 descarga |

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ANN Based Nonlinearity Test
Nonlinearity test for univariate and multivariate time series based neural networks

3 meses hace | 1 descarga |

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Largest Lyapunov Exponent
The code Calculates the largest Lyapunov exponent.

3 meses hace | 9 descargas |

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Lyapunov exponents with Taylor expansion
his M-file calculates Lyapunov exponents with Taylor expansion (Discrete Volterra expansion).

3 meses hace | 0 descargas |

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Input significance test for neural networks
This code tests the statistical significance of inputs by using an artificial neural network with a flexible structure. The code...

3 meses hace | 3 descargas |

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Lyapunov Exponents Spectrum
This M-file calculates the spectrum of Lyapunov exponents with minimum RMSE neural network.

3 meses hace | 1 descarga |

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Harmful multicollinearity Test
This function tests harmful multicollinearity based on the difference between p-value of estimated coefficients of ordinary leas...

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NONLINTSTMLTVAR: MATLAB function to perform nonlinearity tes
Output of the code includes the following nonlinearity tests: Terasvirta, Lin, and Granger(1993), Tsay, and Keenan This Matlab c...

alrededor de 5 años hace | 0 descargas |

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