Man pages for QIU-Hongxiang-David/SDRsurv
Sequentially Doubly Robust Estimation of Survival Curve with Time-Varying Covariates
| admin.censor | Apply administrative censoring to follow up times at a fixed... |
| clip_interval | Clip all elements in an array to fall in an interval |
| DRtransform | Doubly robust transformation |
| fit_akritas | Wrapper of 'survivalmodels::akritas' |
| fit_cforest | Wrapper of 'party::cforest' |
| fit_coxph | Wrapper of 'survival::coxph' |
| fit_coxtime | Wrapper of 'survivalmodels::coxtime' |
| fit_ctree | Wrapper of 'party::ctree' |
| fit_deepsurv | Wrapper of 'survivalmodels::deepsurv' |
| fit_dnnsurv | Wrapper of 'survivalmodels::dnnsurv' |
| fit_rfsrc | Wrapper of 'randomForestSRC::rfsrc' |
| fit_rpart | Wrapper of 'rpart::rpart' and 'partykit::as.party' |
| fit_survival_forest | Wrapper of 'grf::survival_forest' |
| fit_surv_option | Options of machine learning methods' wrappers for fitting... |
| fit_survSuperLearner | Wrapper of 'survSuperLearner::survSuperLearner' |
| Greg.SuperLearner | Regression based on G-computation transformation of fitted... |
| Gsurv | Estimate (conditional) survival probabilities with... |
| Gtransform | G-computation transformation |
| intercept_IF_model | S3 class for predictive models with an intercept only and... |
| intercept_model | S3 class for predictive models with an intercept only |
| IPWreg.SuperLearner | Regression based on IPW transformation of fitted survival and... |
| IPWsurv | Estimate (conditional) survival probabilities with inverse... |
| IPWtransform | Inverse-probability weighting (IPW) transformation |
| mult_stage_survfit | S3 class for the predictive model for (conditional) survival... |
| pred_event_censor | Constructor of S3 class 'pred_event_censor' |
| predict.mult_stage_survfit | Predict and fitted method for mult_stage_survfit |
| pred_surv | Constructor of S3 class 'pred_surv' |
| SDR_G_IPW_surv | Estimate (conditional) survival probabilities with all three... |
| SDRreg.SuperLearner | Regression based on sequentially doubly robust transformation... |
| SDRsurv | Estimate (conditional) survival probabilities with... |
| SDRsurv-package | SDRsurv package |
| truncate_pred_event_censor | Truncate 'pred_event_censor' object to minimal that covers a... |
| truncate_pred_surv | Truncate 'pred_surv' object to minimal that covers a time... |
