Analysis and Modeling for Geostatistical Count Data

baseline.dist | Generate Distance Samples to Build Baseline Distribution |

BMCT | Perform Bayesian Model Checking |

cdfU | Approximate the CDF Value from Reference Samples |

cutChain | Modify Markov Chains with Burn-in and Thining |

d.base | Data Set of Baseline Samples |

e2dist | Calculate Distances between Transformed Residuals and... |

Earthquakes | Data Set of Earthquakes |

findMode | Estimate Mode of the Posterior Samples |

helloWorld | Hello |

loc2U | Calculate the Distance Matrix among Given Locations |

loc2U_R | Calculate the Distance Matrix among Given Locations |

locCircle | Simulate Circlular Locations |

locGrid | Simulate Locations on Grid |

locSquad | Simulate Squared Locations |

locUloc | Calculate the Distance Matrix Between Observed and Predicting... |

locUloc_R | Calculate the Distance Matrix Between Observed and Predicting... |

MCMCinput | Settings for the MCMC Algorithm |

mixChain | Mix Parallel Markov Chains |

plotACF | Auto-correlation Plot for Latent Variables |

plot_baseline | Plot Baseline Samples |

plotData | Plot Geostatistical Data |

plot_etran | Plot Transformed Residuals |

plot_pRPS | Plot Observed vs. Reference Diagnostic Statistics |

plotTexas | Plot Texas Counties |

pOne | Calculate One-side P-value |

predY | Predict for Unsampled Locations |

pRPS | Calculate P-value and RPS |

repYeb | Generate Replicated Data with Estimated Parameters |

repYpost | Generate Replicated Data with Posterior Samples of Latent... |

Rhizoc | Rhizoc Data |

rhoMatern | Matern Correlation Function |

rhoPowerExp | Powered Exponential Correlation Function |

rhoSph | Spherical Correlation Function |

Rongelap | Data Set of Rongelap Island |

runMCMC | Perform Robust MCMC Algorithms for GLSM |

runMCMC_ | Internal Function for Robust MCMC Algorithms |

runMCMCpartialPois_ | Internal Function for Robust MCMC Algorithms with Partial... |

runMCMC.sf | Perform Robust MCMC Algorithms for GLSM in Parallel |

simData | Simulate Data Set from Generalized Linear Spatial Model on... |

TexasCounty.boundary | Data Set of Texas County Boundries |

TexasCounty.center | Data Set of Texas County Centers |

TexasCounty.population | Data Set of Texas County Population |

tranR | Calculate Transformed Residuals for Observed Data |

U2Z | Convert Distance Matrix to Correlation Matrix |

unifLoc | Scale Locations into A Unit Square |

Weed | Weed Data |

Embedding an R snippet on your website

Add the following code to your website.

For more information on customizing the embed code, read Embedding Snippets.