Description: Implements a class of univariate and multivariate 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, but for some models only the binomial and Poisson data likelihoods are available. 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, including models similar to Rushworth et al. (2014) <doi:10.1016/j.sste.2014.05.001>. Full details are given in the vignette accompanying this package. The creation and development of this package was supported by the Engineering and Physical Sciences Research Council  (EPSRC) grants EP/J017442/1 and EP/T004878/1 and the Medical Research Council (MRC) grant MR/L022184/1.
Imports: CARBayesdata, cascsim, coda, dplyr, GGally, ggplot2,
gridExtra, gtools, leaflet, matrixStats, MCMCpack, rgdal, sp,
Packaged: 2022-03-16 15:12:32 UTC; duncanlee

Packaged: 2022-04-25 15:28:10 UTC; duncanlee

leaflet, matrixcalc, matrixStats, MCMCpack, rgdal, sp, spam,
spdep, stats, testthat, truncdist, truncnorm, utils
Packaged: 2021-03-30 15:50:02 UTC; duncanlee

leaflet, matrixStats, MCMCpack, sf, spam, spdep, stats,
Packaged: 2022-05-11 10:24:59 UTC; duncanlee

Title: Data Sets Used in the Vignette Accompanying the CARBayes Package
Description: Three spatial data sets from Scotland used in the vignette accompanying the CARBayes package. These include a lip cancer data set for all of Scotland, and property price and respiratory hospitalisation data sets from the Greater Glasgow and Clyde health board.
Packaged: 2015-03-27 14:15:34 UTC; duncanlee

Title: Data Used in the Vignettes Accompanying the CARBayes and
Description: Spatio-temporal data from Scotland used in the vignettes accompanying the CARBayes (spatial modelling) and CARBayesST (spatio-temporal modelling) packages. For the CARBayes vignette the data include the Scottish lip cancer data and property price and respiratory hospitalisation data from the Greater Glasgow and Clyde health board. For the CARBayesST vignette the data include spatio-temporal data on property sales and respiratory hospitalisation and air pollution from the Greater Glasgow and Clyde health board.
Packaged: 2016-06-08 05:08:29 UTC; duncanlee