⚠️There's a newer version (0.7-2) of this package.Take me there.

spatialfusion (version 0.6-2)

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 (2019) . Model inference is done using either 'Stan' or 'INLA' .

Copy Link

Version

Install

install.packages('spatialfusion')

Monthly Downloads

106

Version

0.6-2

License

GPL (>= 3)

Maintainer

Craig Wang

Last Published

April 9th, 2020

Functions in spatialfusion (0.6-2)

fusionSimulate

Simulate spatial data

plot

Generate diagnostics plot for a fusion model

fusion.dstan

Fit a spatial fusion model using Stan

dataGeo

Simulated geostatistical data

dataLattice

Simulated lattice data

fitted

Obtain fitted values of spatial fusion model

dataDomain

Municipality map for Canton of Zurich

fusion

Fit a spatial fusion model

spatialfusion-package

Multivariate Analysis of Spatial Data Using a Unifying Spatial Fusion Framework

fusionData

Prepare data structure for spatial fusion modelling

fusion.dinla

Fit a spatial fusion model using INLA

summary

Obtain summary of parameter estimates for a spatial fusion model

dataPP

Simulated point pattern data

predict

Obtain predictions for the latent processes of spatial fusion model