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| COXvanISISscad | (Iterative) Sure Independence Screening ((I)SIS) in the Cox proportional hazards regression model |
| COXvarISISscad | (Iterative) Sure Independence Screening ((I)SIS) in the Cox proportional hazards regression model |
| fullscadcox | SCAD regularized loglikelihood for Cox proportional hazards regression models |
| fullscadglm | SCAD regularized loglikelihood for generalized linear models |
| getfinalSCADcoef | SCAD regularized loglikelihood for generalized linear models |
| getfinalSCADcoefCOX | SCAD regularized loglikelihood for Cox proportional hazards regression models |
| GLMvanISISscad | (Iterative) Sure Independence Screening ((I)SIS) in Generalized Linear Models |
| GLMvarISISscad | (Iterative) Sure Independence Screening ((I)SIS) in Generalized Linear Models |
| heart.data | Dataset for SIS |
| INDEPgetfinalSCADcoef | SCAD regularized loglikelihood for generalized linear models |
| lung.data | Dataset for SIS |
| scadcox | SCAD regularized loglikelihood for Cox proportional hazards regression models |
| scadglm | SCAD regularized loglikelihood for generalized linear models |
| SIS | (Iterative) Sure Independence Screening ((I)SIS) and fitting in Generalized Linear Models and Cox proportional hazards regression models |
| wtlassocox | Weighted L1 regularized loglikelihood for Cox proportional hazards regression model |
| wtlassoglm | Weighted L1 regularized loglikelihood for generalized linear models |