spinyReg: Sparse Generative Model and Its EM Algorithm

Implements a generative model that uses a spike-and-slab like prior distribution obtained by multiplying a deterministic binary vector. Such a model allows an EM algorithm, optimizing a type-II log-likelihood.

Install the latest version of this package by entering the following in R:
install.packages("spinyReg")
AuthorCharles Bouveyron, Julien Chiquet, Pierre Latouche, Pierre-Alexandre Mattei
Date of publication2015-09-07 18:18:03
MaintainerJulien Chiquet <julien.chiquet@gmail.com>
LicenseGPL (>= 2)
Version0.1-0

View on CRAN

Functions

coefficients,spinyreg-method Man page
fitted,spinyreg-method Man page
predict,spinyreg-method Man page
print,spinyreg-method Man page
residuals,spinyreg-method Man page
show,spinyreg-method Man page
spinyreg Man page
spinyReg Man page
spinyreg-class Man page

Files

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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