Approximate Gaussian Processes Using the Fourier Basis

add.blocks.gp | Adds coefficient block structure to a spectral GP object |

calc.variances.gp | Calculates prior variances of coefficients in a spectral GP... |

change.param.gp | Changes correlation function parameter values of a spectral... |

copy.gp | Copy a spectral GP object. |

expand.gpgrid.gp | Calculate grid locations for a spectral GP object. |

getgrid.gp | Calculates the gridpoints in a spectral GP object |

Gibbs.sample.coeff.gp | Samples new coeffients via Gibbs sampling in a spectral GP... |

gp | Create a new GP object |

Hastings.coeff.gp | Calculates Hastings value of coefficients |

image.plot | Draws image plot with a legend strip for the color scale. |

is.gp | Test if object is a spectral GP |

lines.gp | Add a line plot for a one-dimensional process based on a... |

logdensity.gp | Calculates log prior density of a spectral GP object |

lonlat2xy | Projects lon/lat coordinates to x/y Euclidean coordinate... |

matern.specdens | Matern correlation spectral density function |

names.gp | The names of the elements of a GP object |

new.mapping | Map arbitrary locations to gridpoints of spectral GP object |

plot.gp | Plot a process based on a spectral GP object |

points.gp | Add points for a one-dimensional process based on a spectral... |

predict.gp | Prediction from a spectral GP object |

print.gp | Spectral GP default print statement |

propose.coeff.gp | Proposes new coeffients in a spectral GP object. |

rdist.earth | Great circle distance matrix |

simulate.gp | Simulates a process realization from a spectral GP object |

spectralGP | spectralGP - tools for specifying Gaussian processes using... |

spectralGP-generic | spectralGP generic functions |

updateprocess.gp | Recalculate process values in a spectral GP object |

xy2unit | Scales locations to the unit hypercube for use in spectral GP |

zero.coeff.gp | Sets coefficients to zero in a spectral GP object |

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