Backward Joint Model for the Dynamic Prediction of Both
Time-to-Event and Longitudinal Outcomes
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Documentation for package ‘BJM’ version 0.1.0
Help Pages
| cmtPlot | Plot conditional mean trajectories (CMT) |
| dynamicPrediction | Dynamic prediction function |
| dynamicPredictionBio | Dynamic prediction function for future biomarker |
| longitudinalSub | The process involves estimating parameters for a multivariate linear mixed-effects model, which simultaneously analyzes multiple dependent variables that may be correlated. This approach incorporates both fixed effects, which are consistent across the population, and random effects, accounting for variations within groups or subjects. By fitting this model, one can assess the influence of predictor variables on several longitudinal outcomes while considering the inherent variability in the data due to random effects. |
| pbc2 | Mayo Clinic primary biliary cirrhosis data |
| pbc3 | Mayo Clinic primary biliary cirrhosis data used as example code |
| predictPlot | Plot of risk and future biomarker with density using dynamic prediction |
| print.dynamicPrediction.BJM | Print method for 'dynamicPrediction.BJM' objects |
| print.dynamicPredictionBio.BJM | Print method for 'dynamicPredictionBio.BJM' objects |
| print.longitudinalSub.BJM | Print method for 'longitudinalSub.BJM' objects |
| print.survivalSub.BJM | Print method for 'survivalSub.BJM' objects |
| print_BJM | Combined print summary for a fitted BJM |
| print_dynamicPrediction | Print method for 'dynamicPrediction.BJM' objects |
| print_dynamicPredictionBio | Print method for 'dynamicPredictionBio.BJM' objects |
| print_longitudinalSub | Print method for 'longitudinalSub.BJM' objects |
| print_survivalSub | Print method for 'survivalSub.BJM' objects |
| riskPlot | Plot of risk using dynamic prediction |
| summary.dynamicPrediction.BJM | Summary method for 'dynamicPrediction.BJM' objects |
| summary.dynamicPredictionBio.BJM | Summary method for 'dynamicPredictionBio.BJM' objects |
| summary.longitudinalSub.BJM | Summary method for 'longitudinalSub.BJM' objects |
| summary.survivalSub.BJM | Summary method for 'survivalSub.BJM' objects |
| survivalSub | Fitting survival sub-model |