Description Usage Arguments Value Examples

Synthetic linear data base on the graph. The noises are sampled from the super-gaussian distribution. The coefficients are sample from U(-1,-0.5),U(0.5,1)

1 | ```
synthetic_data_linear(G, sample_num, ratio = 1, return_noise = FALSE)
``` |

`G` |
An adjacency matrix. |

`sample_num` |
The number of samples |

`ratio` |
The noise ratio It will grow or shrink the value of the noise |

`return_noise` |
Whether return the noise of each nodes for further analysis. |

Return a synthetic data

1 2 |

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