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spikeSlabGAM  

Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models
View on CRAN: Click here


Download and install spikeSlabGAM package within the R console
Install from CRAN:
install.packages("spikeSlabGAM")

Install from Github:
library("remotes")
install_github("cran/spikeSlabGAM")

Install by package version:
library("remotes")
install_version("spikeSlabGAM", "1.1-20")



Attach the package and use:
library("spikeSlabGAM")
Maintained by
Fabian Scheipl
[Scholar Profile | Author Map]
First Published: 2011-04-26
Latest Update: 2022-06-10
Description:
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.
How to cite:
Fabian Scheipl (2011). spikeSlabGAM: Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models. R package version 1.1-20, https://cran.r-project.org/web/packages/spikeSlabGAM. Accessed 23 Apr. 2025.
Previous versions and publish date:
0.9-6 (2011-04-26 19:37), 1.0-0 (2011-09-08 00:45), 1.1-0 (2012-03-13 11:04), 1.1-2 (2012-09-17 17:18), 1.1-3 (2012-09-24 10:41), 1.1-5 (2013-03-13 17:17), 1.1-6 (2013-06-12 16:40), 1.1-7 (2014-02-24 13:35), 1.1-8 (2014-12-04 09:05), 1.1-9 (2015-07-23 16:17), 1.1-11 (2016-02-29 18:39), 1.1-14 (2018-09-17 13:20), 1.1-15 (2020-02-21 18:10), 1.1-18 (2022-05-30 12:10), 1.1-19 (2022-06-10 17:50)
Other packages that cited spikeSlabGAM R package
View spikeSlabGAM citation profile
Other R packages that spikeSlabGAM depends, imports, suggests or enhances
Complete documentation for spikeSlabGAM
Functions, R codes and Examples using the spikeSlabGAM R package
Some associated functions: evalTerm . fct . getPosteriorTerm . lin . mrf . plot.spikeSlabGAM . plotTerm . predict.spikeSlabGAM . print.summary.spikeSlabGAM . rnd . sm . spikeAndSlab . spikeSlabGAM . srf . ssGAM2Bugs . ssGAMDesign . summary.spikeSlabGAM . u . 
Some associated R codes: bugs.R . plot.R . predict.R . spikeAndSlab.R . spikeSlabGAM.R . ssGAMDesign.R . summary.R . terms.R . utils.R .  Full spikeSlabGAM package functions and examples
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