geoCount: Analysis and Modeling for Geostatistical Count Data
Version 1.150120

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.

Getting started

Package details

AuthorLiang Jing
Date of publication2015-01-27 08:12:07
MaintainerLiang Jing <ljing918@gmail.com>
LicenseGPL (>= 2)
Version1.150120
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("geoCount")

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geoCount documentation built on May 29, 2017, 3:02 p.m.