HBSTM: Hierarchical Bayesian Space-Time models for Gaussian space-time data.

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This package fits Hierarchical Bayesian space-Time models for Gaussian data. Furthermore, its functions have been implemented for analysing the fitting qualities of those models.

Author
Pilar Munyoz, Alberto Lopez Moreno
Date of publication
2014-01-18 19:46:54
Maintainer
Alberto Lopez Moreno <bertolomo@gmail.com>
License
GPL (>= 2.0)
Version
1.0.1

View on CRAN

Man pages

Autoregressive0-class
Class '"Autoregressive0"'
Autoregressive-class
Class '"Autoregressive"'
estimation
Estimation of the median parameters
hbstm
Fitting Hierarchical Bayesian Space Time models
HBSTM-class
Class '"HBSTM"'
hbstm.fit
Fitted function for Hierarchical Bayesian Space Time models
HBSTM-package
Hierarchical Bayesian Space-Time models for Gaussian...
Hyperpriors-class
Class '"Hyperpriors"'
mse
Mean Square Error
Mt0-class
Class '"Mt0"'
Mt-class
Class '"Mt"'
Mu0-class
Class '"Mu0"'
Mu-class
Class '"Mu"'
Parameters-class
Class '"Parameters"'
plotFit
Plot the spatial data, estimation and residuals of an object...
plotRes
Residual Plots
results
Results summary
Seas0-class
Class '"Seas0"'
Seas-class
Class '"Seas"'
SpatParam0-class
Class '"SpatParam0"'
SpatParam-class
Class '"SpatParam"'
VectSubdiag0-class
Class '"VectSubdiag0"'
VectSubdiag-class
Class '"VectSubdiag"'
Xt0-class
Class '"Xt0"'
Xt-class
Class '"Xt"'

Files in this package

HBSTM
HBSTM/inst
HBSTM/inst/doc
HBSTM/inst/doc/tutorial.pdf
HBSTM/NAMESPACE
HBSTM/data
HBSTM/data/hirlam.csv.gz
HBSTM/data/coordinates.csv.gz
HBSTM/data/datalist
HBSTM/R
HBSTM/R/functions-plots.r
HBSTM/R/functions-control.r
HBSTM/R/2-gets-sets.r
HBSTM/R/3-generics.r
HBSTM/R/hyperpriors-initialValues.r
HBSTM/R/mainCode.r
HBSTM/R/functions-analysis.r
HBSTM/R/1-classes.r
HBSTM/R/functions-auxiliar.r
HBSTM/MD5
HBSTM/DESCRIPTION
HBSTM/man
HBSTM/man/hirlam.rd
HBSTM/man/estimation.Rd
HBSTM/man/hbstm.fit.Rd
HBSTM/man/Mu-class.Rd
HBSTM/man/Mt0-class.Rd
HBSTM/man/SpatParam-class.Rd
HBSTM/man/SpatParam0-class.Rd
HBSTM/man/plotRes.Rd
HBSTM/man/HBSTM-package.Rd
HBSTM/man/Mu0-class.Rd
HBSTM/man/Autoregressive0-class.Rd
HBSTM/man/hbstm.Rd
HBSTM/man/Xt0-class.Rd
HBSTM/man/VectSubdiag0-class.Rd
HBSTM/man/Xt-class.Rd
HBSTM/man/results.Rd
HBSTM/man/Autoregressive-class.Rd
HBSTM/man/Mt-class.Rd
HBSTM/man/Seas0-class.Rd
HBSTM/man/plotFit.Rd
HBSTM/man/mse.Rd
HBSTM/man/Seas-class.Rd
HBSTM/man/Parameters-class.Rd
HBSTM/man/VectSubdiag-class.Rd
HBSTM/man/HBSTM-class.Rd
HBSTM/man/Hyperpriors-class.Rd
HBSTM/man/coordinates.rd