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geoBayes (version 0.3.0)

Analysis of Geostatistical Data using Bayes and Empirical Bayes Methods

Description

Functions to fit geostatistical data. The data can be continuous, binary or count data and the models implemented are flexible. Conjugate priors are assumed on some parameters while inference on the other parameters can be done through a full Bayesian analysis of by empirical Bayes methods.

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Version

Install

install.packages('geoBayes')

Monthly Downloads

295

Version

0.3.0

License

GPL (>= 2)

Maintainer

Evangelos Evangelou

Last Published

October 3rd, 2015

Functions in geoBayes (0.3.0)

bf1skel

Computation of Bayes factors at the skeleton points
ebsglmm

Empirical Bayes estimation for SGLMM
bfse

Computation of standard errors for Bayes factors
ebstrga

Empirical Bayes estimation for the TGRFM
stackdata

Combine data.frames
bf2optim

Empirical Bayes estimator
geoBayes

The geoBayes package
mcstrga

MCMC samples from the transformed Gaussian model
mkpredgrid2d

Make prediction grid
plotbf2

Plot the estimated Bayes factors
rhizoctonia

Rhizoctonia root rot infections
mcmcmake

Convert to an mcmc object
bf2new

Compute the Bayes factors at new points
linkfcn

Calculate the link function for exponential families
comparebinlinks

Compare two link functions for the binomial distribution
mcsglmm

MCMC samples from the Spatial GLMM