S3VS                    Structured Screen-and-Select Variable Selection
                        in Linear, Generalized Linear, and Survival
                        Models
S3VS-package            Structured Screen-and-Select Variable Selection
                        in Linear, Generalized Linear, and Survival
                        Models
S3VS_GLM                Structured Screen-and-Select Variable Selection
                        in Generalized Linear Models
S3VS_LM                 Structured Screen-and-Select Variable Selection
                        in Linear Models
S3VS_SURV               Structured Screen-and-Select Variable Selection
                        in Survival Models
VS_method               Variable Selection in Leading Sets under the
                        S3VS Framework
VS_method_GLM           Variable Selection in Leading Sets for
                        Generalized Linear Models under the S3VS
                        Framework
VS_method_LM            Variable Selection in Leading Sets for Linear
                        Models under the S3VS Framework
VS_method_SURV          Variable Selection in Leading Sets for Survival
                        Models under the S3VS Framework
bridge_aft              Bridge-Penalized AFT Regression via Iteratively
                        Reweighted LASSO
get_leadsets            Identify Leading Sets of Covariates via
                        Inter-Predictor Associations
get_leadvars            Screening Predictors As 'Leading Variables' By
                        Evaluating Predictor-Response Associations
get_leadvars_GLM        Screening Predictors As 'Leading Variables' By
                        Evaluating Predictor-Response Associations In
                        Generalized Linear Models
get_leadvars_LM         Screening Predictors As 'Leading Variables' By
                        Evaluating Predictor-Response Associations In
                        Linear Models
get_leadvars_SURV       Screening Predictors As "Leading Variables" By
                        Evaluating Predictor-Response Associations In
                        Survival Models
looprun                 Decide Whether to Run Another S3VS Iteration
pred_S3VS               Prediction Using S3VS-Selected Predictors
pred_S3VS_GLM           Prediction Using S3VS-Selected Predictors in
                        Survival Models
pred_S3VS_LM            Prediction Using S3VS-Selected Predictors in
                        Linear Models
pred_S3VS_SURV          Predicted Survival Probabilities Using
                        S3VS-Selected Predictors in Generalized Linear
                        Models
remove_vars             Aggregate Not-Selected Predictors for Removal
                        Across Multiple Leading Sets
select_vars             Aggregate Selected Predictors Across Multiple
                        Leading Sets
update_y                Update Response Accounting for Selected
                        Predictors
update_y_GLM            Update Response Accounting for Selected
                        Predictors in Generalized Linear Models
update_y_LM             Update Response Accounting for Selected
                        Predictors in Linear Models
