geoCount: Analysis and Modeling for Geostatistical Count Data

This package provides a variety of functions to analyze and model geostatistical count data with generalized linear spatial models, including 1) simulate and visualize the data; 2) posterior sampling with robust MCMC algorithms (in serial or parallel way); 3) perform prediction for unsampled locations; 4) conduct Bayesian model checking procedure to evaluate the goodness of fitting; 5) conduct transformed residual checking procedure. In the package, seamlessly embedded C++ programs and parallel computing techniques are implemented to speed up the computing processes.

Version: 1.150120
Depends: R (≥ 2.12.0)
Imports: Rcpp (≥ 0.9.4)
LinkingTo: Rcpp, RcppArmadillo
Suggests: coda, distr, distrEx, reldist, rlecuyer, snowfall
Published: 2015-01-27
Author: Liang Jing
Maintainer: Liang Jing <ljing918 at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Citation: geoCount citation info
CRAN checks: geoCount results


Reference manual: geoCount.pdf
Package source: geoCount_1.150120.tar.gz
Windows binaries: r-devel:, r-devel-gcc8:, r-release:, r-oldrel:
OS X binaries: r-release: geoCount_1.150120.tgz, r-oldrel: geoCount_1.150120.tgz
Old sources: geoCount archive


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