Estimation and Prediction for Remote Effects Spatial Process Models

abind3 | Convenience function for stacking matrices into an array. |

arrayToLong | Reshape array of data matrices into long format |

cca.predict | Make predictions using canonical correlation analysis (CCA) |

coef.stFit | Compute point estimates for parameters from posterior samples |

coef.stPredict | Compute point estimates for parameters from posterior samples |

coprecip | Standardized anomalies of CO Precipitation |

coprecip.fit | Sample MCMC output for the RESP model |

coprecip.predict | Sample composition sampling output for the RESP model |

dgemkmm | Evaluate kron(A,B) * C without storing kron(A,B) |

eof | Performs an EOF decomposition of the data |

errDump | Wrapper for a function to dump errors from C++ |

extractRegion | Extract region from a SpatialGridDataFrame |

extractStData | Basic extraction of SpatialGridDataFrame data for... |

forwardsolve.kron | Solves a triangular system with a Kronecker product structure |

HPDinterval.stFit | Compute Highest posterior density intervals from posterior... |

invWSamp | Samples an Inverse-Wishart matrix |

kronSamp | Samples a multivariate normal with a Kronecker product... |

lat_trans | Formatting for longitude scales in ggplot spatial maps |

lon_trans | Formatting for longitude scales in ggplot spatial maps |

maternArray | Matern covariance |

maternCov | Matern covariance |

maternEffectiveRange | Compute effective range for Matern correlation to drop to a... |

mergeComposition | Combine results from composition sampler |

mergeCovmat | Combine sample covariance matrices from two samples |

mergeMean | Combine sample means from two samples |

mergeVar | Combine sample variances from two samples |

plot.stData | Plot stData objects |

plot.stFit | Plot stFit objects |

plot.stPredict | Plot stPredict objects |

plot.teleCor | Plots teleconnection correlation maps |

rmatnorm | Simulate matrices from matrix normal distributions |

rwishart | Random wishart matrix |

stEval | Basic evaluation of fit |

stFit | Fit the remote effects spatial process (RESP) model |

stLL | Compute log likelihood for model |

stPredict | Compute forecasts based on posterior samples |

stSimulate | Simulate responses from the spatio-temporal teleconnection... |

stVIF | Computes variance inflation factors for fixed effects of the... |

summariseAlpha | Summarize alphas |

summariseEOFAlpha | Summarize eof-mapped alphas |

summary.stPredict | Plot stPredict objects |

svcFit | Fit a spatially varying coefficient model |

svcPredict | Make predictions using a fitted varying coefficient model |

teleCor | Pointwise correlations for an exploratory teleconnection... |

telefit | Tools for modeling teleconnections |

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