R Development Page
Contributed R Packages
Below is a list of all packages provided by project spinyReg: a sparse generative model.
Important note for package binaries: R-Forge provides these binaries only for the most recent version of R, but not for older versions. In order to successfully install the packages provided on R-Forge, you have to switch to the most recent version of R or, alternatively, install from the package sources (.tar.gz).
Packages
spinyReg | Sparse Generative Model and Its EM Algorithm | |||||||||
Implements a generative model for Bayesian variable selection in high-dimensional linear regression. It uses a spike-and-slab like prior distribution obtained by multiplying a deterministic binary vector with with a random Gaussian parameter vector. Such a model allows the use of an EM algorithm, optimizing a type-II log-likelihood, for inference. | ||||||||||
Version: 0.1-0 | Last change: 2015-09-08 14:58:32+02 | Rev.: 12 | ||||||||||
Download:
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R install command:
install.packages("spinyReg", repos="http://R-Forge.R-project.org") | ||||||||||
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