dataDIVAT2 | A Sample from the DIVAT Data Bank. |
dataDIVAT3 | A Sample from the DIVAT Data Bank. |
dataOFSEP | A Simulated Sample from the OFSEP Cohort. |
LIB_AFTgamma | Library of the Super Learner for an Accelerated Failure Time... |
LIB_AFTggamma | Library of the Super Learner for an Accelerated Failure Time... |
LIB_AFTllogis | Library of the Super Learner for an Accelerated Failure Time... |
LIB_AFTweibull | Library of the Super Learner for an Accelerated Failure Time... |
LIB_COXaic | Library of the Super Learner for a Cox Model with Selected... |
LIB_COXall | Library of the Super Learner for Cox Regression |
LIB_COXen | Library of the Super Learner for Elastic Net Cox Regression |
LIB_COXlasso | Library of the Super Learner for Lasso Cox Regression |
LIB_COXridge | Library of the Super Learner for Ridge Cox Regression |
LIB_PHexponential | Library of the Super Learner for a Proportional Hazards (PH)... |
LIB_PHgompertz | Library of the Super Learner for an Proportional Hazards (PH)... |
LIB_PHspline | Library of the Super Learner for an Survival Regression using... |
LIB_PLANN | Library of the Super Learner for Survival Neural Network... |
LIB_RSF | Library of the Super Learner for Survival Random Survival... |
LIB_SNN | Library of the Super Learner for Survival Neural Network |
metrics | Metrics to Evaluate the Prognostic Capacities |
plot.libsl | Calibration Plot for a Cox-like Model |
plot.rocrisca | Plot Method for 'rocrisca' Objects |
plot.sltime | Calibration Plot for Super Learner |
predict.libsl | Prediction from an Flexible Parametric Model |
predict.sltime | Prediction from a Super Learner for Censored Outcomes |
print.libsl | S3 Method for Printing an 'libsl' Object |
print.sltime | S3 Method for Printing an 'sltime' Object |
roc | Time-Dependent ROC Curves With Right Censored Data |
summary.libsl | Summaries of a Learner |
summary.sltime | Summaries of a Super Learner |
survivalSL | Super Learner for Censored Outcomes |
tuneCOXaic | Tune a Cox Model with a Forward Selection Based on the AIC |
tuneCOXen | Tune Elastic Net Cox Regression |
tuneCOXlasso | Tune Lasso Cox Regression |
tuneCOXridge | Tune Ridge Cox Regression |
tunePHspline | Tune a Survival Regression using the Royston/Parmar Spline... |
tunePLANN | Tune a Survival Neural Network Based on the PLANN Method |
tuneRSF | Tune a Survival Random Forest |
tuneSNN | Tune a 1-Layer Survival Neural Network |
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