Univariate and Multivariate Spatial-Temporal Modeling

adaptMetropGibbs | Adaptive Metropolis within Gibbs algorithm |

bayesGeostatExact | Simple Bayesian spatial linear model with fixed semivariogram... |

bayesLMConjugate | Simple Bayesian linear model via the Normal/inverse-Gamma... |

bayesLMRef | Simple Bayesian linear model with non-informative priors |

BEF.dat | Bartlett Experimental Forest inventory data |

FBC07.dat | Synthetic multivariate data with spatial and non-spatial... |

FORMGMT.dat | Data used for illustrations |

iDist | Euclidean distance matrix |

mkMvX | Make a multivariate design matrix |

mkSpCov | Function for calculating univariate and multivariate... |

NETemp.dat | Monthly weather station temperature data across the... |

NYOzone.dat | Observations of ozone concentration levels. |

PM10.dat | Observed and modeled PM10 concentrations across Europe |

PM10.poly | European countries used in PM10.dat |

pointsInPoly | Finds points in a polygon |

spDiag | Model fit diagnostics |

spDynLM | Function for fitting univariate Bayesian dynamic space-time... |

spGLM | Function for fitting univariate Bayesian generalized linear... |

spLM | Function for fitting univariate Bayesian spatial regression... |

spMisalignGLM | Function for fitting multivariate generalized linear Bayesian... |

spMisalignLM | Function for fitting multivariate Bayesian spatial regression... |

spMvGLM | Function for fitting multivariate Bayesian generalized linear... |

spMvLM | Function for fitting multivariate Bayesian spatial regression... |

spPredict | Function for new locations given a model object |

spRecover | Function for recovering regression coefficients and spatial... |

spSVC | Function for fitting univariate Bayesian spatially-varying... |

SVCMvData.dat | Synthetic data from a space-varying coefficients model |

WEF.dat | Western Experimental Forest inventory data |

Zurich.dat | Zurichberg Forest inventory data |

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