Extended Inference for Lasso and Elastic-Net Regularized Cox and Generalized Linear Models
Determine the area under the ROC curve for a fitted model
Function producing stratified/ balanced folds for cross validation
c060: Extended Inference for Lasso and Elastic-Net Regularized Cox and...
Get coefficients for a model
Interface for determination of penalty lambda in penalized regression ...
Efficient Parameter Selection via Global Optimization
Interface function for fitting a penalized regression model with `glmn...
Predictive partial log-likelihood for glmnet Cox PH model fit
function to highlight the path of a pre-specified set of variables wit...
Plot method for prediction error curves of a peperr object
function to plot a stability path
Plot Summary object for interval search models
Extract predicted survival probabilities from a glmnet fit
Stability path for glmnet models
function to estimate a stable set of variables
Summary method for interval search models
Wrapper function for glmnet objects.
The c060 package provides additional functions to perform stability selection, model validation and parameter tuning for glmnet models.
Useful links