spikeSlabGAM

R package spikeSlabGAM: 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 SSVS with spike-and-slab priors.

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References in zbMATH (referenced in 4 articles , 1 standard article )

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  1. Lykou, Anastasia; Ntzoufras, Ioannis: On Bayesian lasso variable selection and the specification of the shrinkage parameter (2013)
  2. Lesaffre, Emmanuel; Lawson, Andrew B.: Bayesian biostatistics (2012)
  3. Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas: Spike-and-slab priors for function selection in structured additive regression models (2012)
  4. Fabian Scheipl: spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R (2011)