Learn R Programming
⚠️There's a newer version (1.0.2) of this package.Take me there.

HBSTM (version 1.0.1)

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

Description

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.

Copy Link

Version

Install

install.packages('HBSTM')

Monthly Downloads

199

Version

1.0.1

License

GPL (>= 2.0)

Maintainer

Alberto Moreno

Last Published

January 18th, 2014

Functions in HBSTM (1.0.1)

mse

Mean Square Error
HBSTM-class

Class "HBSTM"
HBSTM-package

Hierarchical Bayesian Space-Time models for Gaussian space-time data
Hyperpriors-class

Class "Hyperpriors"
Autoregressive-class

Class "Autoregressive"
estimation

Estimation of the median parameters
hbstm.fit

Fitted function for Hierarchical Bayesian Space Time models
hbstm

Fitting Hierarchical Bayesian Space Time models
Mt-class

Class "Mt"
Autoregressive0-class

Class "Autoregressive0"
results

Results summary
SpatParam0-class

Class "SpatParam0"
SpatParam-class

Class "SpatParam"
VectSubdiag0-class

Class "VectSubdiag0"
VectSubdiag-class

Class "VectSubdiag"
Xt0-class

Class "Xt0"
Xt-class

Class "Xt"
Seas0-class

Class "Seas0"
plotRes

Residual Plots
Mu0-class

Class "Mu0"
Mt0-class

Class "Mt0"
Seas-class

Class "Seas"
Parameters-class

Class "Parameters"
Mu-class

Class "Mu"
plotFit

Plot the spatial data, estimation and residuals of an object of class HBSTM
hirlam

hirlam