EBEN: Empirical Bayesian Elastic Net

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Provides the Empirical Bayesian Elastic Net for handling multicollinearity in generalized linear regression models. As a special case of the 'EBglmnet' package (also available on CRAN), this package encourages a grouping effects to select relevant variables and estimate the corresponding non-zero effects.

Author
Anhui Huang
Date of publication
2015-10-07 09:13:08
Maintainer
Anhui Huang <a.huang1@umiami.edu>
License
GPL
Version
4.6

View on CRAN

Man pages

BASIS
An Example Data File for the Gauss Model
BASISbinomial
An Example Data File for the Binomial Model
EBelasticNet.Binomial
The EB Elastic Net Algorithm for Binomial Model with...
EBelasticNet.BinomialCV
Cross Validation (CV) Function to Determine Hyperparameter of...
EBelasticNet.Gaussian
The EB Elastic Net Algorithm for Gaussian Model
EBelasticNet.GaussianCV
Cross Validation (CV) Function to Determine Hyperparameters...
EBEN-package
Empirical Bayesian Elastic Net (EBEN)
y
Sample Response Data for Gaussian Model
yBinomial
Sample Variable Data for Binomial Model

Files in this package

EBEN
EBEN/src
EBEN/src/Makevars
EBEN/src/ElasticNetBinaryNEmainEff.c
EBEN/src/elasticNetLinearNeFull2.c
EBEN/src/elasticNetLinearNeMainEff.c
EBEN/src/ElasticNetBinaryNeFull.c
EBEN/NAMESPACE
EBEN/data
EBEN/data/yBinomial.rda
EBEN/data/BASISbinomial.rda
EBEN/data/y.rda
EBEN/data/BASIS.rda
EBEN/R
EBEN/R/EBelasticNet.GaussianCV.R
EBEN/R/EBelasticNet.Binomial.R
EBEN/R/EBelasticNet.Gaussian.R
EBEN/R/EBEN-internal.R
EBEN/R/EBelasticNet.BinomialCV.R
EBEN/MD5
EBEN/DESCRIPTION
EBEN/man
EBEN/man/BASIS.Rd
EBEN/man/yBinomial.Rd
EBEN/man/EBelasticNet.Binomial.Rd
EBEN/man/y.Rd
EBEN/man/EBelasticNet.Gaussian.Rd
EBEN/man/EBEN-package.Rd
EBEN/man/BASISbinomial.Rd
EBEN/man/EBelasticNet.BinomialCV.Rd
EBEN/man/EBelasticNet.GaussianCV.Rd