Stagewise Variable Selection for Joint Models of Semi-Competing
Risks
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Documentation for package ‘swjm’ version 0.1.0
Help Pages
| swjm-package | swjm: Stagewise Variable Selection for Joint Models of Semi-Competing Risks |
| baseline_hazard | Cumulative Baseline Hazard Step Functions |
| cv_stagewise | Cross-Validation for Stagewise Variable Selection |
| generate_data | Generate Simulated Data for Joint Models |
| generate_data_jfm | Generate Simulated Data for the Joint Frailty Model (JFM) |
| generate_data_jscm | Generate Simulated Data for the Joint Scale-Change Model (JSCM) |
| plot.swjm_cv | Plot Cross-Validation Results |
| plot.swjm_path | Plot a Stagewise Coefficient Path |
| plot.swjm_pred | Plot Predicted Survival Curves and Predictor Contributions |
| predict.swjm_cv | Predict from a Cross-Validated Joint Model Fit |
| stagewise_fit | Fit a Stagewise Regularization Path |
| swjm | swjm: Stagewise Variable Selection for Joint Models of Semi-Competing Risks |