121 citations · 197 across the 18 of their papers we have counts for
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stat.ME2011★ 2 cited
spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R
Fabian Scheipl
The R package spikeSlabGAM implements Bayesian variable selection, model choice, and regularized estimation in (geo-)additive mixed models for Gaussian, binomial, and Poisson respo…
stat.ME2011★ 121 cited
Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models
Fabian Scheipl, Ludwig Fahrmeir, Thomas Kneib
Structured additive regression provides a general framework for complex Gaussian and non-Gaussian regression models, with predictors comprising arbitrary combinations of nonlinear…