Reparameterized and marginalized posterior sampling for conditional autoregressive models, OpenCL implementation

CARrampsOcl.fit | Fit Bayesian normal conditional autoregressive model |

CARrampsOcl-package | Draws independent samples from joint posterior in Bayesian... |

eigenCAR1 | Function to compute eigenvalues and eigenvectors of CAR1... |

eigenRW1 | Function to compute eigenvalues and eigenvectors of RW1... |

inprod | Function to compute inner product of two vectors. |

iowaSW06 | Iowa normalized difference vegetation index (NDVI) data |

iowaSW97_06small | Southwest Iowa 10-year normalized difference vegetation index... |

makeQ | Function to construct a structure matrix for 2-dimensional... |

makeRW1Q | Function to construct structure matrix for 1-dimenstional... |

makeRW2Q | Function to construct structure matrix for 1-dimensional... |

multivspost2blog | Evaluate marginalized and reparameterized joint posterior. |

multivspost2blogandtausqtot | Function to evaluate marginalized and reparameterized... |

oclCombo1col | Function to call OpenCL to calculate posterior means and... |

oclCombo1col1 | Function to call OpenCL to calculate posterior means and... |

oclCombo1col3 | Function to call OpenCL to calculate posterior means and... |

oclKronVectMult1col | Function to call OpenCL program to compute product of a... |

oclKronVectMult1col3Q | Function to call OpenCL program to premultiply a matrix by a... |

oclSampling | Function to call OpenCL for rejection sampling. |

optimizelogpost | Optimize log of marginalized and reparameterized joint... |

plot2Q | Function to produce image plot of 2-dimensional data modeled... |

plot3Q | Plot 3-dimensional data modeled with 3 separate structure... |

plotCAR1 | Function to plot 2-dimensional data modeled using a single... |

plotCAR1plus1Q | Plot 3-dimensional data modeled with a 2-dimensional CAR1... |

plotem | Utility function used by plotting functions. |

rdirichlet | Generate random samples from dirichlet distribution. |

setup1 | Function to invoke OpenCL package and create kernels |

setup2 | Function to invoke OpenCL package and create kernels |

setup3 | Function to invoke OpenCL package and create kernels |

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