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JM (version 0.8-0)

Joint Modelling of Longitudinal and Survival Data

Description

Shared parameter models for the joint modelling of longitudinal and time-to-event data.

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Version

Install

install.packages('JM')

Monthly Downloads

3,629

Version

0.8-0

License

GPL (>= 2)

Maintainer

Dimitris Rizopoulos

Last Published

December 15th, 2010

Functions in JM (0.8-0)

summary.weibull.frailty

Summary Method for weibull.frailty Objects
jointModelObject

Fitted jointModel Object
ranef

Random Effects Estimates for Joint Models
predict

Predictions for Joint Models
rocJM

Predictive Accuracy Measures for Longitudinal Markers under a Joint Modelling Framework
prothro

Prednisone versus Placebo in Liver Cirrhosis Patients
aids

Didanosine versus Zalcitabine in HIV Patients
jointModel

Joint Models for Longitudinal and Survival Data
pbc2

Mayo Clinic Primary Biliary Cirrhosis Data
plot.survfitJM

Plot Method for survfitJM Objects
weibull.frailty

Weibull Model with Gamma Frailties
simulate

Simulate from Joint Models.
dynC

Dynamic Discrimination Index for Joint Models
wald.strata

Wald Test for Stratification Factors
fitted

Fitted Values for Joint Models
residuals

Residuals for Joint Models
coef

Estimated Coefficients for Joint Models
JM

Joint Modelling of Longitudinal and Time-to-Event Data in R
anova

Anova Method for Fitted Joint Models
plot

Plot Diagnostics for Joint Models
survfitJM

Prediction in Joint Models
plot.rocJM

Plot Method for rocJM Objects