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spatialfusion (version 0.6-6)

Multivariate Analysis of Spatial Data Using a Unifying Spatial Fusion Framework

Description

Multivariate modelling of geostatistical (point), lattice (areal) and point pattern data in a unifying spatial fusion framework. Details are given in Wang and Furrer (2021) . Model inference is done using either 'Stan' or 'INLA' .

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Version

Install

install.packages('spatialfusion')

Monthly Downloads

106

Version

0.6-6

License

GPL (>= 3)

Maintainer

Craig Wang

Last Published

August 22nd, 2022

Functions in spatialfusion (0.6-6)

plot

Generate diagnostics plot for a fusion model

dataDomain

Municipality map for Canton of Zurich

dataGeo

Simulated geostatistical data

fusion

Fit a spatial fusion model

fitted

Obtain fitted values of spatial fusion model

fusionSimulate

Simulate spatial data

fusion.dinla

Fit a spatial fusion model using INLA

fusionData

Prepare data structure for spatial fusion modelling

dataLattice

Simulated lattice data

dataPP

Simulated point pattern data

fusion.dstan

Fit a spatial fusion model using Stan

predict

Obtain predictions for the latent processes of spatial fusion model

summary

Obtain summary of parameter estimates for a spatial fusion model

spatialfusion-package

Multivariate Analysis of Spatial Data Using a Unifying Spatial Fusion Framework