Semi-Parametric Joint Modeling of Longitudinal and Survival Data

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Documentation for package ‘FastJM’ version 1.6.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

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