Man pages for peperr
Parallelised Estimation of Prediction Error
| aggregation.brier | Determine the Brier score for a fitted model |
| aggregation.misclass | Determine the missclassification rate for a fitted model |
| aggregation.pmpec | Determine the prediction error curve for a fitted model |
| complexity.ipec.CoxBoost | Interface function for CoxBoost complexity selection via... |
| complexity.LASSO | Complexity selection helpers for penalized backends |
| complexity.mincv.CoxBoost | Interface for CoxBoost selection of the optimal number of... |
| extract.fun | Extract functions, libraries and global variables to be... |
| fit.CoxBoost | Interface function for fitting a CoxBoost model |
| fit.coxph | Interface function for fitting a Cox proportional hazards... |
| fit.LASSO | Penalized backend fitting wrappers |
| glmnet-backend | glmnet Cox backend |
| grpreg-backend | grpreg grouped Cox backend |
| ipec | Integrated prediction error curve |
| mboost-backend | mboost Cox backend |
| ncvreg-backend | ncvreg survival backend |
| peperr | Parallelised Estimation of Prediction Error |
| perr | Prediction error estimates |
| PLL | Generic function for extracting the predictive partial... |
| PLL.CoxBoost | Predictive partial log-likelihood for a CoxBoost model fit |
| PLL.coxph | Predictive partial log-likelihood for Cox poportional hazards... |
| PLL.penfit | Predictive partial log-likelihood for penalized Cox models |
| plot.peperr | Plot method for peperr object |
| pmpec | Calculate prediction error curves |
| predictProb | Generic function for extracting predicted survival... |
| predictProb.CoxBoost | Extract predicted survival probabilities from a CoxBoost fit |
| predictProb.coxph | Extract predicted survival probabilities from a coxph object |
| predictProb.penfit | Predicted survival probabilities for penalized Cox models |
| predictProb.survfit | Extract predicted survival probabilities from a survfit... |
| randomForestSRC-backend | randomForestSRC survival backend |
| resample.indices | Generation of indices for resampling Procedure |
| SGL-backend | Sparse-group-lasso Cox backend |
