Man pages for smoothedLasso
A Framework to Smooth L1 Penalized Regression Operators using Nesterov Smoothing
| crossvalidation | Perform cross validation to select the regularization... |
| elasticNet | Auxiliary function which returns the objective, penalty, and... |
| fusedLasso | Auxiliary function which returns the objective, penalty, and... |
| graphicalLasso | Auxiliary function which returns the objective, penalty, and... |
| minimizeFunction | Minimize the objective function of an unsmoothed or smoothed... |
| minimizeSmoothedSequence | Minimize the objective function of a smoothed regression... |
| objFunction | Auxiliary function to define the objective function of an L1... |
| objFunctionGradient | Auxiliary function which computes the (non-smooth) gradient... |
| objFunctionSmooth | Auxiliary function to define the objective function of the... |
| objFunctionSmoothGradient | Auxiliary function which computes the gradient of the... |
| prsLasso | Auxiliary function which returns the objective, penalty, and... |
| standardLasso | Auxiliary function which returns the objective, penalty, and... |
