Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models

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.


Reference manual

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install.packages("spikeSlabGAM")

1.1-20 by Fabian Scheipl, 2 years ago


https://github.com/fabian-s/spikeSlabGAM


Browse source code at https://github.com/cran/spikeSlabGAM


Authors: Fabian Scheipl [aut, cre] , Bettina Gruen [ctb]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports coda, cluster, ggplot2, gridExtra, interp, MASS, MCMCpack, mvtnorm, R2WinBUGS, reshape, scales, splines, parallel

Suggests mboost, mlbench, gtable, knitr, rmarkdown


Suggested by SeBR, countSTAR.


See at CRAN