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.


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install.packages("geoCount")

1.150120 by Liang Jing, 4 years ago


Browse source code at https://github.com/cran/geoCount


Authors: Liang Jing


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Rcpp

Suggests coda, distr, distrEx, reldist, rlecuyer, snowfall

Linking to Rcpp, RcppArmadillo


See at CRAN