HBSTM: Hierarchical Bayesian Space-Time models for Gaussian space-time data.
Version 1.0.1

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.

AuthorPilar Munyoz, Alberto Lopez Moreno
Date of publication2014-01-18 19:46:54
MaintainerAlberto Lopez Moreno <bertolomo@gmail.com>
LicenseGPL (>= 2.0)
Version1.0.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("HBSTM")

Getting started

Package overview

Popular man pages

Autoregressive-class: Class '"Autoregressive"'
coordinates: Coordinates of the dataset "hirlam"
mse: Mean Square Error
Mt-class: Class '"Mt"'
Mu0-class: Class '"Mu0"'
results: Results summary
Seas0-class: Class '"Seas0"'
See all...

All man pages Function index File listing

Man pages

Autoregressive0-class: Class '"Autoregressive0"'
Autoregressive-class: Class '"Autoregressive"'
coordinates: Coordinates of the dataset "hirlam"
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...
hirlam: hirlam
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"'

Functions

Autoregressive-class Man page
Autoregressive0-class Man page
CmatCreation Source code
CosSinMatrix.creation Source code
EndSchunk Source code
HBSTM Man page
HBSTM-class Man page
HBSTM-package Man page
HBSTM.creation Source code
HBSTM.estim Source code
HBSTM.fit Source code
HBSTM.plotFit Source code
HBSTM.resid.plot Source code
HyperStandard.creation Source code
Hyperpriors-class Man page
Hyperpriors.control Source code
MHSpat Source code
Mt-class Man page
Mt0-class Man page
Mu-class Man page
Mu0-class Man page
Parameter.creation Source code
Parameters-class Man page
Schunk Source code
Seas-class Man page
Seas0-class Man page
SpatC.creation Source code
SpatH.creation Source code
SpatParam-class Man page
SpatParam0-class Man page
VectSubdiag-class Man page
VectSubdiag0-class Man page
Xt-class Man page
Xt0-class Man page
[,Autoregressive,character,missing,missing-method Man page
[,Autoregressive0,character,missing,missing-method Man page
[,CosSinMatrix,character,missing,missing-method Man page
[,HBSTM,character,missing,missing-method Man page
[,Hyperpriors,character,missing,missing-method Man page
[,Mt,character,missing,missing-method Man page
[,Mt0,character,missing,missing-method Man page
[,MtAux,character,missing,missing-method Man page
[,Mu,character,missing,missing-method Man page
[,Mu0,character,missing,missing-method Man page
[,Parameters,character,missing,missing-method Man page
[,Seas,character,missing,missing-method Man page
[,Seas0,character,missing,missing-method Man page
[,SpatC,character,missing,missing-method Man page
[,SpatH,character,missing,missing-method Man page
[,SpatParam,character,missing,missing-method Man page
[,SpatParam0,character,missing,missing-method Man page
[,VectSubdiag,character,missing,missing-method Man page
[,VectSubdiag0,character,missing,missing-method Man page
[,Xt,character,missing,missing-method Man page
[,Xt0,character,missing,missing-method Man page
[<-,Autoregressive,character,missing-method Man page
[<-,Autoregressive0,character,missing-method Man page
[<-,CosSinMatrix,character,missing-method Man page
[<-,HBSTM,character,missing-method Man page
[<-,Hyperpriors,character,missing-method Man page
[<-,Mt,character,missing-method Man page
[<-,Mt0,character,missing-method Man page
[<-,MtAux,character,missing-method Man page
[<-,Mu,character,missing-method Man page
[<-,Mu0,character,missing-method Man page
[<-,Parameters,character,missing-method Man page
[<-,Seas,character,missing-method Man page
[<-,Seas0,character,missing-method Man page
[<-,SpatC,character,missing-method Man page
[<-,SpatH,character,missing-method Man page
[<-,SpatParam,character,missing-method Man page
[<-,SpatParam0,character,missing-method Man page
[<-,VectSubdiag,character,missing-method Man page
[<-,VectSubdiag0,character,missing-method Man page
[<-,Xt,character,missing-method Man page
[<-,Xt0,character,missing-method Man page
analysis.aux Source code
analysis.seas Source code
analysis.spatial Source code
auxplotFit Source code
check.component Source code
component.check Source code
controlfun Source code
controlspatlags Source code
coordinates Man page
difmatDim Source code
difvectLeng Source code
estYt.check Source code
estim.aux Source code
estimation Man page
estimation,HBSTM-method Man page
estimation-methods Man page
estimation.hbstm.show Source code
estimation.parameters.show Source code
file.check Source code
findInter Source code
graph Source code
hbstm Man page
hbstm,data.frame,matrix,data.frame,vector,vector,vector,ANY,ANY, Man page
hbstm-methods Man page
hbstm.fit Man page
hbstm.fit,HBSTM-method Man page
hbstm.fit-methods Man page
hbstm.mse Source code
hbstmControl Source code
hirlam Man page
indiag Source code
initial.control Source code
initialStand.creation Source code
mat.aux Source code
mse Man page
mse,HBSTM-method Man page
mse-methods Man page
mse.HBSTM Man page
plotCI.aux Source code
plotCI.spatial Source code
plotFit Man page
plotFit,HBSTM-method Man page
plotFit-methods Man page
plotRes Man page
plotRes,HBSTM-method Man page
plotRes-methods Man page
reportTex Source code
results Man page
results,HBSTM-method Man page
results-methods Man page
results.HBSTM Source code
save.check Source code
sigma20.check Source code
sigma2x0L.check Source code
spatial.check Source code
spatial0.check Source code
subdiag0.check Source code
truncNorm Source code
x0L.check Source code

Files

inst
inst/doc
inst/doc/tutorial.pdf
NAMESPACE
data
data/hirlam.csv.gz
data/coordinates.csv.gz
data/datalist
R
R/functions-plots.r
R/functions-control.r
R/2-gets-sets.r
R/3-generics.r
R/hyperpriors-initialValues.r
R/mainCode.r
R/functions-analysis.r
R/1-classes.r
R/functions-auxiliar.r
MD5
DESCRIPTION
man
man/hirlam.rd
man/estimation.Rd
man/hbstm.fit.Rd
man/Mu-class.Rd
man/Mt0-class.Rd
man/SpatParam-class.Rd
man/SpatParam0-class.Rd
man/plotRes.Rd
man/HBSTM-package.Rd
man/Mu0-class.Rd
man/Autoregressive0-class.Rd
man/hbstm.Rd
man/Xt0-class.Rd
man/VectSubdiag0-class.Rd
man/Xt-class.Rd
man/results.Rd
man/Autoregressive-class.Rd
man/Mt-class.Rd
man/Seas0-class.Rd
man/plotFit.Rd
man/mse.Rd
man/Seas-class.Rd
man/Parameters-class.Rd
man/VectSubdiag-class.Rd
man/HBSTM-class.Rd
man/Hyperpriors-class.Rd
man/coordinates.rd
HBSTM documentation built on May 20, 2017, 4:57 a.m.

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