Package: spinyReg 0.1-0

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.

Authors:Charles Bouveyron, Julien Chiquet, Pierre Latouche, Pierre-Alexandre Mattei

spinyReg_0.1-0.tar.gz
spinyReg_0.1-0.zip(r-4.5)spinyReg_0.1-0.zip(r-4.4)spinyReg_0.1-0.zip(r-4.3)
spinyReg_0.1-0.tgz(r-4.4-any)spinyReg_0.1-0.tgz(r-4.3-any)
spinyReg_0.1-0.tar.gz(r-4.5-noble)spinyReg_0.1-0.tar.gz(r-4.4-noble)
spinyReg_0.1-0.tgz(r-4.4-emscripten)spinyReg_0.1-0.tgz(r-4.3-emscripten)
spinyReg.pdf |spinyReg.html
spinyReg/json (API)

# Install 'spinyReg' in R:
install.packages('spinyReg', repos = c('https://jchiquet.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 1 scripts 86 downloads 7 exports 0 dependencies

Last updated 9 years agofrom:547f0f4d33. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winOKNov 01 2024
R-4.5-linuxOKNov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:coefficientsfittedpredictprintresidualsshowspinyreg

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
spinyRegspinyReg spinyreg
Class "spinyreg"coefficients,spinyreg-method fitted,spinyreg-method predict,spinyreg-method print,spinyreg-method residuals,spinyreg-method show,spinyreg-method spinyreg-class