Lemos and Sanso' (2012) model, edited for speed

get_ellipses | Obtain dataframe of kernel ellipses centered at the DPC... |

get_ellipses_plot | Plot kernel ellipses centered at the DPC gridpoints |

get_em | Optimize kernel parameters |

get_estimates | Get posterior predictive mean estimates at location(s) in the... |

get_gamma_sample | Sample gamma from its full conditional distribution |

get_grid | Produce a regular Discrete Process Convolution grid. |

get_gridded_estimates | Plot gridded posterior predictive means |

get_influence_plot | Plot the influence of a gridded Gaussian variable on the... |

get_interpolation_plot | Plot the interpolated surface |

get_kernel_evaluation | Get kernel evaluation(s) centered at s_i and evaluated at one... |

get_kernel_matrix | Construct a sparse kernel matrix |

get_kernel_vector | Obtain the vector of kernel evaluations for all the... |

get_list2mat | Convert list of observation locations into data frame |

get_mat2list | Convert matrix/data.frame observation locations into list |

get_mcmc | Markov chain Monte Carlo (Gibbs) method to sample from the... |

get_neighbors_i | Identify the gridpoints in the neighborhood of location s_i |

get_neighbors_of_gridpoints | Identify the observation locations that are in the... |

get_point_estimate | Get a point estimate for a single location |

get_posterior_mean | Compute the full conditional (given tau, rho, and data) mean... |

get_posterior_precision | Compute the full conditional (given tau, rho, and data)... |

get_prior_precision_matrix | Construct gamma's precision matrix for a given DPC grid |

get_priors | Build basic priors for gamma and tau |

get_Sigma_inverse | Lemos and Sanso' (2012) Inverse Sigma matrix |

get_tau_sample | Sample tau from its full conditional distribution |

haversine | Haversine distance between two points on the Earth's surface |

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