ForwardBoost            Computation of the ForwardBoost Algorithm
GBlockBoost             Computation of the GBlockBoost Algorithm or
                        Componentwise Boosting
adaptive.lasso          Adaptive Lasso Penalty
ao                      Approximated Octagon Penalty
bridge                  Bridge Penalty
cv.lqa                  Finding Optimal Tuning Parameter via
                        Cross-Validation or Validation Data
cv.nng                  Finding Optimal Tuning Parameter via
                        Cross-Validation or Validation Data for
                        non-negative garrote penalization
enet                    Elastic Net Penalty
fused.lasso             Fused Lasso Penalty
genet                   Generalized Elastic Net Penalty
get.Amat                Computation of the approximated penalty matrix.
icb                     Improved Correlation-based Penalty
lasso                   Lasso Penalty
licb                    L1-Norm based Improved Correlation-based
                        Penalty
lqa                     Fitting penalized Generalized Linear Models
                        with the LQA algorithm
lqa-package             Fitting GLMs based on penalized likelihood
                        inference.
lqa.control             Auxiliary for controlling lqa fitting
oscar                   OSCAR Penalty
penalreg                Correlation-based Penalty
penalty                 Penalty Objects
plot.lqa                Coefficient build-ups for penalized GLMs
predict.lqa             Prediction Method for lqa Fits
ridge                   Ridge Penalty
scad                    The SCAD Penalty
weighted.fusion         Weighted Fusion Penalty
