Empirical Bayesian Elastic Net
The EB Elastic Net Algorithm for Binomial Model with Normal-Gamma(NG) ...
Cross Validation (CV) Function to Determine Hyperparameter of the EB_E...
The EB Elastic Net Algorithm for Gaussian Model
Cross Validation (CV) Function to Determine Hyperparameters of the EBE...
Internal EBEN functions
Empirical Bayesian Elastic Net (EBEN)
The EBlasso Algorithm for Binomial Model with Normal-Exponential-Gamma...
Cross Validation (CV) Function to Determine Hyperparameters of the EBl...
The EBlasso Algorithm for Gaussian Model with Normal-Exponential-Gamma...
Cross Validation (CV) Function to Determine Hyperparameters of the EBl...
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.