Man pages for mwsill/c060
Extended Inference for Lasso and Elastic-Net Regularized Cox and Generalized Linear Models
| aggregation.auc | Determine the area under the ROC curve for a fitted model |
| balancedFolds | Function producing stratified/ balanced folds for cross... |
| coef.intsearch | Get coefficients for a model |
| complexity.glmnet | Interface for determination of penalty lambda in penalized... |
| EPSGO | Efficient Parameter Selection via Global Optimization |
| fit.glmnet | Interface function for fitting a penalized regression model... |
| PLL.coxnet | Predictive partial log-likelihood for glmnet Cox PH model fit |
| Plot.coef.glmnet | function to highlight the path of a pre-specified set of... |
| Plot.peperr.curves | Plot method for prediction error curves of a peperr object |
| plot.stabpath | function to plot a stability path |
| plot.summary.int | Plot Summary object for interval search models |
| predictProb.coxnet | Extract predicted survival probabilities from a glmnet fit |
| predictProb.glmnet | Extract predicted survival probabilities from a glmnet fit |
| stabpath | Stability path for glmnet models |
| stabsel | function to estimate a stable set of variables |
| summary.intsearch | Summary method for interval search models |
| tune.glmnet.interval | Wrapper function for 'glmnet' objects. |
