R2BayesX (version 1.1-6)

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

946

Version

1.1-6

License

GPL-2 | GPL-3

Maintainer

Nikolaus Umlauf

Last Published

March 25th, 2025

Functions in R2BayesX (1.1-6)

bayesx

Estimate STAR Models with BayesX

bnd2gra

Convert Boundary Format to Graph Format

ZambiaNutrition

Determinants of Childhood Malnutrition in Zambia

colorlegend

Plot a Color Legend

bayesx.construct

Construct BayesX Model Term Objects

add.neighbor

Add Neighborhood Relations

bayesx.control

Control Parameters for BayesX

plot.bayesx

Default BayesX Plotting

delete.neighbor

Delete Neighborhood Relations

cprob

Extract Contour Probabilities

parse.bayesx.input

Parse BayesX Input

bayesx.term.options

Show BayesX Term Options

ZambiaBnd

Zambia Map

R2BayesX-package

Estimate STAR Models with BayesX

getscript

Generate an executable R fitted model script

Interface between nb and gra format

Convert nb and gra format into each other

get.neighbor

Obtain Neighbors of Given Regions

bayesx_logfile

BayesX Log-Files

fitted.bayesx

Extract BayesX Fitted Values and Residuals

plot2d

2D Effect Plot

read.bayesx.output

Read BayesX Output from Directories

read.gra

Read Geographical Information in Graph Format

bayesx_runtime

BayesX Program-Runtimes

predict.bayesx

Prediction from fitted BayesX objects

bayesx_prgfile

BayesX Program-Files

sliceplot

Plot Slices of Bivariate Functions

plot3d

3D Effect Plot

plotsamples

Plot Sampling Path(s) of Coefficient(s) and Variance(s)

Interface between sp and bnd format

Convert sp and bnd format into each other

plotblock

Factor Variable and Random Effects Plots

write.gra

Saving Maps in Graph Format

term.freqs

Extract model term selection frequencies.

summary.bayesx

Bayesx Summary Statistics

write.bayesx.input

Write the BayesX Program

samples

Extract Samples of Coefficients and Variances

write.bnd

Saving Maps in Boundary Format

read.bnd

Read Geographical Information in Boundary Format

Construct BayesX Model Terms in A Formula

shp2bnd

convert a shape-file into a boundary object

Gerneralized Cross Validation Criterion

GRstats

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

DIC

Deviance Information Criterion

GAMart

GAM Artificial Data Set

BeechGra

Beech Neighborhood Information