CRAN/E | spikeSlabGAM

spikeSlabGAM

Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models

Installation

About

Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression models via stochastic search variable selection with spike-and-slab priors.

Citation spikeSlabGAM citation info
github.com/fabian-s/spikeSlabGAM

Key Metrics

Version 1.1-19
R ≥ 2.15.1
Published 2022-06-10 686 days ago
Needs compilation? yes
License MIT
License File
CRAN checks spikeSlabGAM results

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Maintainer

Maintainer

Fabian Scheipl

fabian.scheipl@stat.uni-muenchen.de

Authors

Fabian Scheipl

aut / cre

Bettina Gruen

ctb

Material

NEWS
Reference manual
Package source

In Views

Bayesian

Vignettes

spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

spikeSlabGAM archive

Depends

R ≥ 2.15.1

Imports

coda
cluster
ggplot2 ≥ 2.0.0
gridExtra ≥ 2.0.0
interp
MASS
MCMCpack
mvtnorm
R2WinBUGS
reshape
scales
splines
parallel

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