Man pages for hreed7/SemiCompRisksPen
Penalized Models for Semi-Competing Risks
| calc_risk | Calculate absolute risk profiles |
| calc_risk_PW | Calculate Piecewise Constant absolute risk profiles |
| calc_risk_term | Calculate absolute risk profiles after non-terminal event |
| calc_risk_WB | Calculate Weibull absolute risk profiles |
| compute_auc | Compute AUC for Non-terminal and Terminal outcomes |
| compute_ccp | Compute IPCW-adjusted Correct Classification Probability |
| compute_hum | Compute IPCW-adjusted Hypervolume Under the Manifold |
| compute_nri | Compute IPCW-adjusted Net Reclassification Improvement |
| compute_pdi | Compute IPCW-adjusted Polytomous Discrimination Index |
| compute_score | Compute prediction performance score |
| contrast_mat_list | Create List of Contrast Matrices for Parameter Fusion |
| cv_predict | Calculate Cross-validated prediction performance metrics |
| cv_validate | Calculate Cross-validated prediction performance metrics |
| forward_selection | Forward Selection Procedure for Parametric Illness-Death... |
| FreqID_HReg2 | Fit Parametric Frailty Illness-Death Model for Semi-Competing... |
| FreqID_HReg_R | Fit Parametric Frailty Illness-Death Model for Semi-Competing... |
| FreqID_HReg_Rpath | Fit Penalized Parametric Frailty Illness-Death Model Solution... |
| get_basis | Get Basis Function Values for Flexible Hazard Specifications |
| get_default_knots_list | Generate List of Knot Location Vectors from Event Times |
| get_ic | Get Information Criterion |
| get_ipcw_mat | Get inverse probability of censoring weights |
| get_outcome_mat | Get matrix of observed outcome categories |
| get_start | Get Starting Parameter Values |
| newton_raphson_mm | Newton-Type MM Algorithm |
| ngrad_func | Gradient of Negative Log-Likelihood Function for... |
| ngrad_mat_func | Gradient Matrix of Negative Log-Likelihood Function for... |
| ngradPW_ID_frail_M | Gradient of Negative Log-Likelihood Function for... |
| ngradPW_ID_frail_SM | Gradient of Negative Log-Likelihood Function for... |
| nhess_func | Hessian of Negative Log-Likelihood Function for Illness-Death... |
| nll_func | Negative Log-Likelihood Function for Illness-Death Model |
| nlogLikPW_ID_frail_M | Negative Log-Likelihood Function for Illness-Death Model |
| nlogLikPW_ID_frail_SM | Negative Log-Likelihood Function for Illness-Death Model |
| proximal_gradient_descent | Proximal Gradient Descent Algorithm |
| proximal_gradient_descent_nmaccel | Non-Monotone Accelerated Proximal Gradient Descent |
| pw_cum_mat | Generate Piecewise Constant Cumulative Hazard Matrix |
| rpwexp | Simulate univariate time-to-event data under piecewise... |
| simID_PW | The function that simulates independent/cluster-correlated... |
| solution_path_function | Estimate Penalized Illness-Death Model Solution Path |
