Semi-Parametric Association Surfaces for Joint
Longitudinal-Survival Models
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Documentation for package ‘jmSurface’ version 0.1.0
Help Pages
| jmSurface-package | jmSurface: Semi-Parametric Association Surfaces for Joint Models |
| compute_blup_eta | Compute BLUP-Based Latent Longitudinal Summaries |
| contour_heatmap | Contour Heatmap of Association Surface |
| dynPred | Dynamic Prediction of Transition Probabilities |
| edf_diagnostics | Effective Degrees of Freedom Diagnostics |
| fit_gam_cox | Fit a GAM-Cox Model with Tensor-Product Spline Surface |
| fit_longitudinal | Fit Longitudinal Mixed-Effects Models for Each Biomarker |
| jmSurf | Fit a Joint Longitudinal-Survival Model with Semi-Parametric Association Surfaces |
| jmSurface | jmSurface: Semi-Parametric Association Surfaces for Joint Models |
| load_example_data | Load Bundled Example Dataset |
| marginal_slices | Marginal Effect Slices |
| plot.jmSurface | Plot method for jmSurface objects |
| plot_surface | Plot Association Surface (3D or Perspective) |
| print.jmSurface | Print Method for jmSurface Objects |
| run_shiny_app | Launch the Interactive Shiny Application |
| simulate_jmSurface | Simulate Multi-State Joint Modeling Data |
| summary.jmSurface | Summary Method for jmSurface Objects |