Semi-Parametric Joint Modeling of Longitudinal and Survival Data

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Documentation for package ‘FastJM’ version 1.7.0

• DESCRIPTION file
• Package NEWS
• Package README

Help Pages

cdata	Simulated competing risks data correlated with ydata
cdatah	Simulated competing risks data where event hazards depend on within-subject variance
combine_biomarkers	Combine biomarker measurements across multiple data frames
Concordance	Concordance for joint models
DynPredAcc	Dynamic prediction accuracy 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
jmcs_control	Control Options for jmcs
JMMLSM	Joint Modeling for Continuous Outcomes
JMMLSM_control	Control Options for JMMLSM
mvcdata	Simulated competing risks data correlated with mvydata
mvjmcs	Joint modeling of multivariate longitudinal and competing risks data
mvjmcs_control	Control Options for mvjmcs
mvydata	Simulated bivariate longitudinal data
plot	Plot conditional probabilities for new subjects
plot.jmcs	Fitted values for joint models
plot.survfitjmcs	Plot conditional probabilities for new subjects
plot.survfitJMMLSM	Plot conditional probabilities for new subjects
plot.survfitmvjmcs	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.jmcs	Residuals for joint models
simJMdata	Simulate single-biomarker joint model data
simJMWSVdata	Simulate joint model data with heterogeneous within-subject variability
simmvJMdata	Joint modeling of multivariate longitudinal and competing risks data
simmvJMdatalm	Data simulation for multivariate joint models conditional on a landmark time
summary	Summaries of evaluation metrics for joint models
summary.Concordance	Summarize Concordance
summary.DynPredAcc	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.mvjmcs	Summaries of evaluation metrics for joint models
survfitJM	Dynamic predictions from fitted joint models
survfitJM.jmcs	Dynamic predictions from fitted joint models
survfitJM.JMMLSM	Dynamic predictions from fitted joint models
survfitJM.mvjmcs	Dynamic predictions from fitted joint models
survfitjmcs	Prediction in Joint Models
survfitJMMLSM	Prediction in Joint Models
survfitmvjmcs	Prediction in Joint Models
timeplot	Diagnostic plots for the fitted joint model
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
vcov.mvjmcs	Variance-covariance matrix of the estimated parameters for joint models
ydata	Simulated longitudinal data
ydatah	Simulated longitudinal data with within-subject variance