adaelnet |
Compute the Least Squares (Adaptive) Elastic Net Regularization Path |
adaen |
Compute the Least Squares (Adaptive) Elastic Net Regularization Path |
adamest_cv |
Cross-validation for (Adaptive) Elastic Net M-Estimates |
adapense |
Compute (Adaptive) Elastic Net S-Estimates of Regression |
adapense_cv |
Cross-validation for (Adaptive) PENSE Estimates |
as_starting_point |
Create Starting Points for the PENSE Algorithm |
as_starting_point.enpy_starting_points |
Create Starting Points for the PENSE Algorithm |
as_starting_point.pense_cvfit |
Create Starting Points for the PENSE Algorithm |
as_starting_point.pense_fit |
Create Starting Points for the PENSE Algorithm |
cd_algorithm_options |
Coordinate Descent (CD) Algorithm to Compute Penalized Elastic Net S-estimates |
coef.pense_cvfit |
Extract Coefficient Estimates |
coef.pense_fit |
Extract Coefficient Estimates |
consistency_const |
Get the Constant for Consistency for the M-Scale |
deprecated_en_options |
Deprecated |
elnet |
Compute the Least Squares (Adaptive) Elastic Net Regularization Path |
elnet_cv |
Cross-validation for Least-Squares (Adaptive) Elastic Net Estimates |
enpy |
Deprecated |
enpy_initial_estimates |
ENPY Initial Estimates for EN S-Estimators |
enpy_options |
Options for the ENPY Algorithm |
en_admm_options |
Use the ADMM Elastic Net Algorithm |
en_algorithm_options |
Control the Algorithm to Compute (Weighted) Least-Squares Elastic Net Estimates |
en_cd_options |
Use Coordinate Descent to Solve Elastic Net Problems |
en_dal_options |
Use the DAL Elastic Net Algorithm |
en_lars_options |
Use the LARS Elastic Net Algorithm |
en_options_aug_lars |
Deprecated |
en_options_dal |
Deprecated |
initest_options |
Deprecated |
mloc |
Compute the M-estimate of Location |
mlocscale |
Compute the M-estimate of Location and Scale |
mm_algorithm_options |
MM-Algorithm to Compute Penalized Elastic Net S- and M-Estimates |
mscale |
Compute the M-Scale of Centered Values |
mscale_algorithm_options |
Options for the M-scale Estimation Algorithm |
mstep_options |
Deprecated |
pense |
Compute (Adaptive) Elastic Net S-Estimates of Regression |
pensem |
Deprecated Alias of pensem_cv |
pensem_cv |
Compute Penalized Elastic Net M-Estimates from PENSE |
pensem_cv.default |
Compute Penalized Elastic Net M-Estimates from PENSE |
pensem_cv.pense_cvfit |
Compute Penalized Elastic Net M-Estimates from PENSE |
pense_cv |
Cross-validation for (Adaptive) PENSE Estimates |
pense_options |
Deprecated |
plot.pense_cvfit |
Plot Method for Penalized Estimates With Cross-Validation |
plot.pense_fit |
Plot Method for Penalized Estimates |
predict.pense_cvfit |
Predict Method for PENSE Fits |
predict.pense_fit |
Predict Method for PENSE Fits |
prediction_performance |
Prediction Performance of Adaptive PENSE Fits |
prinsens |
Principal Sensitivity Components |
print.pense_cvfit |
Summarize Cross-Validated PENSE Fit |
print.pense_pred_perf |
Prediction Performance of Adaptive PENSE Fits |
regmest |
Compute (Adaptive) Elastic Net M-Estimates of Regression |
regmest_cv |
Cross-validation for (Adaptive) Elastic Net M-Estimates |
residuals.pense_cvfit |
Extract Residuals |
residuals.pense_fit |
Extract Residuals |
rho_function |
List Available Rho Functions |
starting_point |
Create Starting Points for the PENSE Algorithm |
summary.pense_cvfit |
Summarize Cross-Validated PENSE Fit |
tau_size |
Compute the Tau-Scale of Centered Values |