# Semi-Parametric Joint Modeling of Longitudinal and Survival Data

## Documentation for package ‘FastJM’ version 1.6.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

anova | Anova Method for Fitted Joint Models
anova.jmcs | Anova Method for Fitted Joint Models
AUCJMMLSM | Time-dependent AUC for joint models
cdata | Simulated competing risks data correlated with ydata
cdatah | Simulated competing risks data where event hazards depend on within-subject variance
Concordancejmcs | Concordance for joint models
ConcordanceJMMLSM | Concordance for joint models
DynPredAccjmcs | Calculating evaluation metrics for joint models
fitted | Fitted values for joint models
fitted.jmcs | Fitted values for joint models
fixef | Estimated coefficients estimates for joint models
jmcs | Joint modeling of longitudinal continuous data and competing risks
JMMLSM | Joint Modeling for Continuous outcomes
MAEQJMMLSM | A metric of prediction accuracy of joint model by comparing the predicted risk with the empirical risks stratified on different predicted risk group.
mvcdata | Simulated competing risks data correlated with mvydata
mvjmcs | Joint modeling of multivariate longitudinal and competing risks data
mvydata | Simulated bivariate longitudinal data
PEJMMLSM | A metric of prediction accuracy of joint model by comparing the predicted risk with the counting process.
plot.jmcs | Fitted values for joint models
plot.survfitJMMLSM | Plot conditional probabilities for new subjects
print | Print jmcs
print.jmcs | Print jmcs
print.JMMLSM | Print JMMLSM
print.mvjmcs | Print jmcs
print.survfitjmcs | Print survfitjmcs
print.survfitJMMLSM | Print survfitJMMLSM
print.survfitmvjmcs | Print survfitmvjmcs
ranef | Random effects estimates for joint models
residuals | Residuals for joint models
residuals.jmcs | Residuals for joint models
simmvJMdata | Joint modeling of multivariate longitudinal and competing risks data
summary | Summaries of evaluation metrics for joint models
summary.AUCJMMLSM | Summaries of evaluation metrics for joint models
summary.Concordancejmcs | Summaries of evaluation metrics for joint models
summary.ConcordanceJMMLSM | Summaries of evaluation metrics for joint models
summary.DynPredAccjmcs | Summaries of evaluation metrics for joint models
summary.jmcs | Summaries of evaluation metrics for joint models
summary.JMMLSM | Summaries of evaluation metrics for joint models
summary.MAEQJMMLSM | Summaries of evaluation metrics for joint models
summary.mvjmcs | Summaries of evaluation metrics for joint models
summary.PEJMMLSM | Summaries of evaluation metrics for joint models
survfitjmcs | Prediction in Joint Models
survfitJMMLSM | Prediction in Joint Models
survfitmvjmcs | Prediction in Joint Models
vcov | Variance-covariance matrix of the estimated parameters for joint models
vcov.jmcs | Variance-covariance matrix of the estimated parameters for joint models
vcov.JMMLSM | Variance-covariance matrix of the estimated parameters for joint models
ydata | Simulated longitudinal data
ydatah | Simulated longitudinal data with within-subject variance