Description Usage Arguments Value See Also

Generate simulated GP models

1 2 3 | ```
simulategp(N = 100, reps = 3, obs = c(0, 5, 10, 15, 20), xs = seq(0, 20,
0.2), filename = NULL, l.noise = 12, l.shape = 4, l.scale = 4,
sigmaf.noise = 0.25, sigmaf.shape = 1.5, sigmaf.scale = 0.3)
``` |

`N` |
number of gp's |

`reps` |
replicate observations |

`obs` |
observation timepoints |

`xs` |
target timepoints |

`filename` |
file to save the results |

`l.noise` |
Noise model lengthscale |

`l.shape` |
shape of lengthscale Gamma distribution |

`l.scale` |
scale of lengthscale Gamma distribution |

`sigmaf.noise` |
Noise model sigma.f |

`sigmaf.shape` |
shape of sigma.f Gamma distribution |

`sigmaf.scale` |
scale of sigma.f Gamma distribution |

List with

`simdata` |
Simulated datamatrix |

`gps` |
Simulated GPs |

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