CARBayesST: Spatio-Temporal Generalised Linear Mixed Models for Areal Unit Data

Implements a class of spatio-temporal generalised linear mixed models for areal unit data, with inference in a Bayesian setting using Markov chain Monte Carlo (McMC) simulation. The response variable can be binomial, Gaussian or Poisson. The spatio-temporal autocorrelation is modelled by random effects, which are assigned conditional autoregressive (CAR) style prior distributions. A number of different random effects structures are available, and full details are given in the vignette accompanying this package and the references in the help files. The creation of this package was supported by the Engineering and Physical Sciences Research Council (EPSRC) grant EP/J017442/1 and the Medical Research Council (MRC) grant MR/L022184/1.

AuthorDuncan Lee, Alastair Rushworth and Gary Napier
Date of publication2016-07-28 17:28:23
MaintainerDuncan Lee <Duncan.Lee@glasgow.ac.uk>
LicenseGPL (>= 2)
Version2.4

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Files in this package

CARBayesST
CARBayesST/inst
CARBayesST/inst/doc
CARBayesST/inst/doc/CARBayesST.Rnw
CARBayesST/inst/doc/CARBayesST.R
CARBayesST/inst/doc/CARBayesST.pdf
CARBayesST/src
CARBayesST/src/RcppExports.cpp
CARBayesST/src/CARBayesST.cpp
CARBayesST/NAMESPACE
CARBayesST/R
CARBayesST/R/ST.CARlocalised.R CARBayesST/R/binomial.CARanova.R CARBayesST/R/ST.CARadaptive.R CARBayesST/R/poisson.CARanova.R CARBayesST/R/poisson.CARar.R CARBayesST/R/ST.CARanova.R CARBayesST/R/logLik.CARBayesST.R CARBayesST/R/gaussian.CARanova.R CARBayesST/R/poisson.CARsepspatial.R CARBayesST/R/fitted.CARBayesST.R CARBayesST/R/print.CARBayesST.R CARBayesST/R/gaussian.CARar.R CARBayesST/R/ST.CARar.R CARBayesST/R/binomial.CARlinear.R CARBayesST/R/poisson.CARlocalised.R CARBayesST/R/RcppExports.R CARBayesST/R/poisson.CARadaptive.R CARBayesST/R/residuals.CARBayesST.R CARBayesST/R/ST.CARlinear.R CARBayesST/R/gaussian.CARlinear.R CARBayesST/R/binomial.CARsepspatial.R CARBayesST/R/coef.CARBayesST.R CARBayesST/R/binomial.CARar.R CARBayesST/R/poisson.CARlinear.R CARBayesST/R/gaussian.CARadaptive.R CARBayesST/R/ST.CARsepspatial.R CARBayesST/R/binomial.CARadaptive.R CARBayesST/R/binomial.CARlocalised.R CARBayesST/R/model.matrix.CARBayesST.R
CARBayesST/vignettes
CARBayesST/vignettes/salesmap.png
CARBayesST/vignettes/figsim3.png
CARBayesST/vignettes/pollution_mcmc.png
CARBayesST/vignettes/CARBayesST.Rnw
CARBayesST/vignettes/salesboxplot.png
CARBayesST/vignettes/figsim2.png
CARBayesST/vignettes/SMRmap.png
CARBayesST/vignettes/pollution_scatterplot.png
CARBayesST/vignettes/natbib.sty
CARBayesST/vignettes/salesmapest.png
CARBayesST/vignettes/salestrend.png
CARBayesST/vignettes/CARBayesST.bib
CARBayesST/vignettes/figsim.png
CARBayesST/MD5
CARBayesST/build
CARBayesST/build/vignette.rds
CARBayesST/DESCRIPTION
CARBayesST/man
CARBayesST/man/ST.CARsepspatial.Rd CARBayesST/man/print.CARBayesST.Rd CARBayesST/man/logLik.CARBayesST.Rd CARBayesST/man/ST.CARlocalised.Rd CARBayesST/man/ST.CARadaptive.Rd CARBayesST/man/fitted.CARBayesST.Rd CARBayesST/man/ST.CARanova.Rd CARBayesST/man/model.matrix.CARBayesST.Rd CARBayesST/man/ST.CARlinear.Rd CARBayesST/man/coef.CARBayesST.Rd CARBayesST/man/ST.CARar.Rd CARBayesST/man/CARBayesST-package.Rd CARBayesST/man/residuals.CARBayesST.Rd

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