Man pages for survkl
Estimate Survival Data with Data Integration
| cal_surv_prob | Calculate Survival Probabilities |
| coef.coxkl | Extract Coefficients from a 'coxkl' Object |
| coef.coxkl_enet | Extract Coefficients from a 'coxkl_enet' Object |
| coef.coxkl_ridge | Extract Coefficients from a 'coxkl_ridge' Object |
| coxkl | Cox Proportional Hazards Model with KL Divergence for Data... |
| coxkl_enet | Cox Proportional Hazards Model with KL Divergence for Data... |
| coxkl_ridge | Cox Proportional Hazards Model with Ridge Penalty and... |
| cv.coxkl | Cross-Validated Selection of Integration Parameter ('eta')... |
| cv.coxkl_enet | Cross-Validation for CoxKL Model with elastic net & lasso... |
| cv.coxkl_ridge | Cross-Validation for CoxKL Ridge Model (eta tuning) |
| cv.plot | Plot Cross-Validation Results vs Eta |
| ExampleData_highdim | Example high-dimensional survival data |
| ExampleData_lowdim | Example low-dimensional survival data |
| generate_eta | Generate a Sequence of Tuning Parameters (eta) |
| loss_fn | Calculate the Log-Partial Likelihood for a Stratified Cox... |
| plot.coxkl | Plot Model Performance vs Eta for 'coxkl' |
| plot.coxkl_enet | Plot Model Performance vs Lambda for 'coxkl_enet' |
| plot.coxkl_ridge | Plot Model Performance vs Lambda for 'coxkl_ridge' |
| predict.coxkl | Predict Linear Predictors from a 'coxkl' Object |
| predict.coxkl_enet | Predict Linear Predictors from a coxkl_enet Object |
| predict.coxkl_ridge | Predict Linear Predictors from a coxkl_ridge Object |
| support | Study to Understand Prognoses Preferences Outcomes and Risks... |
| test_eval | Evaluate model performance on test data |
