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.


Reference manual

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1.150120 by Liang Jing, 4 years ago

Browse source code at

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