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R2BayesX (version 1.1-5)

Estimate Structured Additive Regression Models with 'BayesX'

Description

An R interface to estimate structured additive regression (STAR) models with 'BayesX'.

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Version

Install

install.packages('R2BayesX')

Monthly Downloads

1,031

Version

1.1-5

License

GPL-2 | GPL-3

Maintainer

Nikolaus Umlauf

Last Published

October 20th, 2023

Functions in R2BayesX (1.1-5)

FantasyBnd

Fantasy Map
MunichBnd

Munich Map
ZambiaBnd

Zambia Map
R2BayesX-package

Estimate STAR Models with BayesX
ZambiaNutrition

Determinants of Childhood Malnutrition in Zambia
add.neighbor

Add Neighborhood Relations
bayesx.term.options

Show BayesX Term Options
bayesx.control

Control Parameters for BayesX
bnd2gra

Convert Boundary Format to Graph Format
bayesx

Estimate STAR Models with BayesX
colorlegend

Plot a Color Legend
bayesx.construct

Construct BayesX Model Term Objects
bayesx_logfile

BayesX Log-Files
getscript

Generate an executable R fitted model script
plot2d

2D Effect Plot
fitted.bayesx

Extract BayesX Fitted Values and Residuals
parse.bayesx.input

Parse BayesX Input
Interface between nb and gra format

Convert nb and gra format into each other
cprob

Extract Contour Probabilities
delete.neighbor

Delete Neighborhood Relations
plot.bayesx

Default BayesX Plotting
get.neighbor

Obtain Neighbors of Given Regions
read.gra

Read Geographical Information in Graph Format
plot3d

3D Effect Plot
predict.bayesx

Prediction from fitted BayesX objects
bayesx_prgfile

BayesX Program-Files
plotmap

Plot Maps
plotsamples

Plot Sampling Path(s) of Coefficient(s) and Variance(s)
read.bayesx.output

Read BayesX Output from Directories
read.bnd

Read Geographical Information in Boundary Format
bayesx_runtime

BayesX Program-Runtimes
summary.bayesx

Bayesx Summary Statistics
term.freqs

Extract model term selection frequencies.
plotblock

Factor Variable and Random Effects Plots
sliceplot

Plot Slices of Bivariate Functions
write.bnd

Saving Maps in Boundary Format
write.bayesx.input

Write the BayesX Program
Interface between sp and bnd format

Convert sp and bnd format into each other
write.gra

Saving Maps in Graph Format
sx

Construct BayesX Model Terms in A Formula
samples

Extract Samples of Coefficients and Variances
shp2bnd

convert a shape-file into a boundary object
BeechGra

Beech Neighborhood Information
GAMart

GAM Artificial Data Set
GCV

Gerneralized Cross Validation Criterion
ForestHealth

Forest Health Data
BeechBnd

Beech Location Map
GRstats

Compute Gelman and Rubin's convergence diagnostics from multicore BayesX models.
DIC

Deviance Information Criterion
GermanyBnd

Germany Map