Empirical Bayesian Elastic Net

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Documentation for package ‘EBEN’ version 5.1

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EBEN-package Empirical Bayesian Elastic Net (EBEN)
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 Normal-Gamma(NG) Prior Distribution
EBelasticNet.BinomialCV Cross Validation (CV) Function to Determine Hyperparameter of the EB_Elastic Net Algorithm for Binomial Model with Normal-Gamma (NG) Prior Distribution
EBelasticNet.Gaussian The EB Elastic Net Algorithm for Gaussian Model
EBelasticNet.GaussianCV Cross Validation (CV) Function to Determine Hyperparameters of the EBEN Algorithm for Gaussian Model
EBEN Empirical Bayesian Elastic Net (EBEN)
EBlassoNEG.Binomial The EBlasso Algorithm for Binomial Model with Normal-Exponential-Gamma (NEG) Prior Distribution
EBlassoNEG.BinomialCV Cross Validation (CV) Function to Determine Hyperparameters of the EBlasso Algorithm for Binomial Model with Normal-Exponential-Gamma (NEG) Prior Distribution
EBlassoNEG.Gaussian The EBlasso Algorithm for Gaussian Model with Normal-Exponential-Gamma (NEG) Prior Distribution
EBlassoNEG.GaussianCV Cross Validation (CV) Function to Determine Hyperparameters of the EBlasso Algorithm for Gaussian Model with Normal-Exponential-Gamma (NEG) Prior Distribution
y Sample Response Data for Gaussian Model
yBinomial Sample Variable Data for Binomial Model