Hierarchical Bayesian Space-Time Models for Gaussian Space-Time Data


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Documentation for package ‘HBSTM’ version 1.0.2

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