Boosted Multivariate Trees for Longitudinal Data
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Documentation for package ‘boostmtree’ version 2.0.0
Help Pages
| boostmtree-package | Boosted multivariate trees for longitudinal data. |
| AF | Atrial Fibrillation Data |
| boostmtree | Boosted multivariate trees for longitudinal data |
| boostmtree.control | Create a control object for 'boostmtree' |
| boostmtree.news | Show the NEWS file |
| marginal.plot | Marginal fitted-response summaries for boostmtree models |
| marginal.plot.boostmtree | Marginal fitted-response summaries for boostmtree models |
| partial.plot | Partial-dependence summaries for fitted boostmtree models |
| partial.plot.boostmtree | Partial-dependence summaries for fitted boostmtree models |
| plot.boostmtree | Plot fitted trajectories and diagnostic summaries for a boostmtree object |
| plot.marginal.plot.boostmtree | Marginal fitted-response summaries for boostmtree models |
| plot.partial.plot.boostmtree | Partial-dependence summaries for fitted boostmtree models |
| plot.vimp.boostmtree | Plot Method for Variable Importance Objects |
| predict.boostmtree | Predict longitudinal trajectories from a fitted boostmtree model |
| print.boostmtree | Print a summary of a boostmtree fit or prediction object |
| simLong | Simulate longitudinal data for boostmtree examples |
| spirometry | Spirometry Data |
| vimp.boostmtree | Permutation Variable Importance for Boosted Tree Models |