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: 1.131209
Depends: R (≥ 2.12.0), Rcpp (≥ 0.9.4), RcppArmadillo (≥ 0.2.19)
LinkingTo: Rcpp, RcppArmadillo
Suggests: coda, distrEx, reldist, snow, snowfall
Published: 2013-12-09
Author: Liang Jing
Maintainer: Liang Jing <ljing918 at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
CRAN checks: geoCount results

Downloads:

Reference manual: geoCount.pdf
Package source: geoCount_1.131209.tar.gz
MacOS X binary: geoCount_1.131209.tgz
Windows binary: geoCount_1.131209.zip