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geoCount (version 1.131209)

Analysis and Modeling for Geostatistical Count Data

Description

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

install.packages('geoCount')

Monthly Downloads

22

Version

1.131209

License

GPL (>= 2)

Maintainer

Last Published

December 9th, 2013

Functions in geoCount (1.131209)