Joint Modeling of Longitudinal and Survival Data


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Documentation for package ‘JM’ version 1.5-2

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JM-package Joint Modeling of Longitudinal and Time-to-Event Data in R
aids Didanosine versus Zalcitabine in HIV Patients
aids.id Didanosine versus Zalcitabine in HIV Patients
anova.jointModel Anova Method for Fitted Joint Models
aucJM Time-Dependent AUCs for Joint Models
aucJM.jointModel Time-Dependent AUCs for Joint Models
coef.jointModel Estimated Coefficients for Joint Models
crLong Transform Competing Risks Data in Long Format
dbs Derivatives and Integrals of B-splines and Natural Cubic splines
dns Derivatives and Integrals of B-splines and Natural Cubic splines
dynCJM A Dynamic Discrimination Index for Joint Models
dynCJM.jointModel A Dynamic Discrimination Index for Joint Models
fitted.jointModel Fitted Values for Joint Models
fixef.jointModel Estimated Coefficients for Joint Models
ibs Derivatives and Integrals of B-splines and Natural Cubic splines
ins Derivatives and Integrals of B-splines and Natural Cubic splines
JM Joint Modeling of Longitudinal and Time-to-Event Data in R
jointModel Joint Models for Longitudinal and Survival Data
jointModelObject Fitted jointModel Object
pbc2 Mayo Clinic Primary Biliary Cirrhosis Data
pbc2.id Mayo Clinic Primary Biliary Cirrhosis Data
piecewiseExp.ph Proportional Hazards Models with Piecewise Constant Baseline Hazard Function
plot.jointModel Plot Diagnostics for Joint Models
plot.rocJM Plot Method for rocJM Objects
plot.survfitJM Plot Method for survfitJM Objects
prederrJM Prediction Errors for Joint Models
prederrJM.jointModel Prediction Errors for Joint Models
predict.jointModel Predictions for Joint Models
prothro Prednisone versus Placebo in Liver Cirrhosis Patients
prothros Prednisone versus Placebo in Liver Cirrhosis Patients
ranef.jointModel Random Effects Estimates for Joint Models
residuals.jointModel Residuals for Joint Models
rocJM Predictive Accuracy Measures for Longitudinal Markers under a Joint Modelling Framework
rocJM.jointModel Predictive Accuracy Measures for Longitudinal Markers under a Joint Modelling Framework
simulate.jointModel Simulate from Joint Models.
simulateJM Simulate from Joint Models.
summary.weibull.frailty Summary Method for weibull.frailty Objects
survfitJM Prediction in Joint Models
survfitJM.jointModel Prediction in Joint Models
wald.strata Wald Test for Stratification Factors
weibull.frailty Weibull Model with Gamma Frailties
xtable.jointModel xtable Method from Joint Models.