Man pages for SurvRank
Rank Based Survival Modelling
| crossvalFolds | Creating stratified cross validation folds |
| CVrankSurv_fct | Main function of SurvRank. |
| fin_surv_model_fct | Building the final survRank model |
| fixRank_fct | Wrapper function using f as ranking method |
| fsRankBoostAUC_fct | Wrapper function using additive models with component-wise... |
| fsRankConcAUC_fct | Wrapper function using the concordance measure as ranking... |
| fsRankCoxAUC_fct | Wrapper function using the univariate Cox models as ranking... |
| fsRankLassoAUC_fct | Wrapper function using the L1 norm (lasso) as ranking method |
| fsRankMonsterAUC_fct | Wrapper function using cox models with randomly selected nmax... |
| fsRankRfAUC_fct | Wrapper function using the random forests as ranking method |
| fsRankRpartAUC_fct | Wrapper function using recursive partitioning and regression... |
| fsRankWangAUC_fct | Wrapper function using univariate cox models for a randomly... |
| fsSurvRankBoost | Boost ranking function |
| fsSurvRankConc | Concordance ranking function |
| fsSurvRankCox | Cox ranking function |
| fsSurvRankGlmnet | L1 (lasso) ranking function |
| fsSurvRankRandCox | Random Cox ranking function |
| fsSurvRankRf | Random forest ranking function |
| fsSurvRankRpart | Rpart ranking function |
| fsSurvRankWang | Random Cox ranking function |
| glmnetRank | Ranks features of a previously fitted 'glmnet' object |
| innerAUC_fct | Calculates inner and outer survival AUCs of training and... |
| msSurv_fct | Function selects for the ranking function approaches |
| plot_CVsurv | Main function of SurvRank |
| risk_newdat | Main function of SurvRank. |
| riskscore_fct | Main function of SurvRank. |
| weighting_fct | Weigthing function for selected features |
