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JM  

Joint Modeling of Longitudinal and Survival Data
View on CRAN: Click here


Download and install JM package within the R console
Install from CRAN:
install.packages("JM")

Install from Github:
library("remotes")
install_github("cran/JM")

Install by package version:
library("remotes")
install_version("JM", "1.5-2")



Attach the package and use:
library("JM")
Maintained by
Dimitris Rizopoulos
[Scholar Profile | Author Map]
First Published: 2008-02-18
Latest Update: 2022-08-08
Description:
Shared parameter models for the joint modeling of longitudinal and time-to-event data.
How to cite:
Dimitris Rizopoulos (2008). JM: Joint Modeling of Longitudinal and Survival Data. R package version 1.5-2, https://cran.r-project.org/web/packages/JM. Accessed 13 Apr. 2025.
Previous versions and publish date:
0.1-0 (2008-02-18 15:06), 0.2-0 (2008-06-19 08:42), 0.2-1 (2008-09-15 10:26), 0.2-2 (2008-12-15 15:13), 0.3-0 (2009-06-17 10:00), 0.4-0 (2009-08-20 15:47), 0.5-0 (2010-02-11 12:06), 0.6-0 (2010-03-16 18:06), 0.6-1 (2010-04-06 10:57), 0.6-2 (2010-07-23 14:21), 0.7-0 (2010-09-06 09:18), 0.8-0 (2010-12-15 09:33), 0.8-1 (2011-01-27 11:52), 0.8-2 (2011-02-14 17:38), 0.8-3 (2011-04-23 22:54), 0.8-4 (2011-07-02 16:18), 0.9-0 (2011-09-26 09:15), 0.9-1 (2011-10-14 08:41), 0.9-2 (2011-11-28 13:38), 0.9-3 (2012-03-21 14:00), 1.0-0 (2012-07-03 08:46), 1.0-1 (2012-09-17 08:47), 1.1-0 (2012-12-07 17:24), 1.2-0 (2013-06-06 09:09), 1.3-0 (2014-05-01 09:47), 1.4-0 (2015-06-23 13:24), 1.4-2 (2015-11-09 15:36), 1.4-4 (2016-03-25 15:47), 1.4-5 (2016-09-14 18:50), 1.4-7 (2017-06-27 12:18), 1.4-8 (2018-04-16 10:43), 1.5-1 (2022-02-06 21:00)
Other packages that cited JM R package
View JM citation profile
Other R packages that JM depends, imports, suggests or enhances
Complete documentation for JM
Functions, R codes and Examples using the JM R package
Some associated functions: DerivIntSplines . JM . aids . anova . aucJM . coef . crLong . dynCJM . fitted . jointModel . jointModelObject . pbc . piecewiseExp.ph . plot-rocJM . plot-survfitJM . plot . prederrJM . predict . prothro . ranef . residuals . rocJM . simulate . summary.weibull.frailty . survfitJM . wald.strata . weibull.frailty . xtable . 
Some associated R codes: H.longAFTWB.R . H.longPC.R . H.longSplinePH.R . H.longWB.R . HessLongPH.R . HessSurvPH.R . LogLik.phGH.R . LogLik.piecewiseGH.R . LogLik.splineGH.R . LogLik.weibullAFTGH.R . LogLik.weibullGH.R . MI.fixed.times.R . MI.random.times.R . ModelMats.R . S.b.R . Score.phGH.R . Score.piecewiseGH.R . Score.splineGH.R . Score.weibullAFTGH.R . Score.weibullGH.R . anova.jointModel.R . aucJM.R . aucJM.coxph.R . aucJM.jointModel.R . cd.R . cd.vec.R . chol.transf.R . coef.flexCPH.R . coef.jointModel.R . coef.summary.jointModel.R . coef.weibull.frailty.R . confint.jointModel.R . crLong.R . cumHaz.R . dataLM.R . dbs.R . deriv.D.R . dmvnorm.R . dmvt.R . dns.R . dropAttr.R . dynCJM.R . dynCJM.coxph.R . dynCJM.jointModel.R . fd.vec.R . fitted.jointModel.R . fixef.jointModel.R . flexCPH.R . flexCPH.fit.R . fn.R . format.perc2.R . gauher.R . gaussKronrod.R . globals.R . gr.R . gr.longAFTWB.R . gr.longPC.R . gr.longPH.R . gr.longSplinePH.R . gr.longWB.R . gr.survAFTWB.R . gr.survPC.R . gr.survPH.R . gr.survSplinePH.R . gr.survWB.R . ibs.R . initial.surv.R . initial.survOld.R . ins.R . jacobian.R . jacobian2.R . jointModel.R . log.posterior.b.R . log.posterior.b2.R . logLik.flexCPH.R . logLik.jointModel.R . logLik.weibull.frailty.R . makepredictcall.dbs.R . makepredictcall.dns.R . makepredictcall.ibs.R . makepredictcall.ins.R . marginal_coefs.R . nearPD.R . opt.longAFTWB.R . opt.longPC.R . opt.longPH.R . opt.longSplinePH.R . opt.longWB.R . opt.survAFTWB.R . opt.survPC.R . opt.survPH.R . opt.survSplinePH.R . opt.survWB.R . phGH.fit.R . piecewiseAFTGH.fit.R . piecewiseExp.ph.R . piecewisePHGH.fit.R . plot.flexCPH.R . plot.jointModel.R . plot.rocJM.R . plot.survfitJM.R . posterior.b.R . prederrJM.R . prederrJM.coxph.R . prederrJM.jointModel.R . predict.b.R . predict.jointModel.R . print.aov.jointModel.R . print.aucJM.R . print.dynCJM.R . print.flexCPH.R . print.jointModel.R . print.prederrJM.R . print.rocJM.R . print.summary.flexCPH.R . print.summary.jointModel.R . print.summary.weibull.frailty.R . print.survfitJM.R . print.wald.strata.R . print.weibull.frailty.R . ranef.jointModel.R . residuals.jointModel.R . rmvt.R . rocJM.R . simulate.jointModel.R . simulateJM.R . splinePHGH.fit.R . splinePHLaplace.fit.R . summary.flexCPH.R . summary.jointModel.R . summary.weibull.frailty.R . survfitJM.R . survfitJM.jointModel.R . update.logLik.Laplace.R . vcov.flexCPH.R . vcov.jointModel.R . vcov.weibull.frailty.R . wald.strata.R . weibull.frailty.R . weibull.frailty.fit.R . weibullAFTGH.fit.R . weibullPHGH.fit.R . xtable.jointModel.R .  Full JM package functions and examples
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