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JMbayes  

Joint Modeling of Longitudinal and Time-to-Event Data under a Bayesian Approach
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("JMbayes", "0.8-85")



Attach the package and use:
library("JMbayes")
Maintained by
Dimitris Rizopoulos
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2012-09-17
Latest Update: 2020-01-09
Description:
Shared parameter models for the joint modeling of longitudinal and time-to-event data using MCMC; Dimitris Rizopoulos (2016) .
How to cite:
Dimitris Rizopoulos (2012). JMbayes: Joint Modeling of Longitudinal and Time-to-Event Data under a Bayesian Approach. R package version 0.8-85, https://cran.r-project.org/web/packages/JMbayes. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.1-1 (2012-09-17 09:27), 0.2-0 (2012-10-02 09:46), 0.3-0 (2012-11-29 08:57), 0.4-0 (2013-05-15 19:21), 0.4-1 (2013-06-06 09:09), 0.5-0 (2014-01-09 13:01), 0.5-1 (2014-02-05 10:14), 0.5-2 (2014-02-12 10:55), 0.5-3 (2014-03-10 10:03), 0.6-0 (2014-05-01 09:47), 0.6-1 (2014-06-11 09:10), 0.7-0 (2015-03-13 17:29), 0.7-2 (2015-05-04 10:06), 0.7-8 (2015-11-09 15:41), 0.7-9 (2016-03-25 15:47), 0.8-0 (2016-08-25 09:59), 0.8-65 (2017-09-18 09:36), 0.8-67 (2017-09-25 10:19), 0.8-68 (2017-10-02 15:05), 0.8-69 (2017-10-18 10:00), 0.8-70 (2017-10-30 10:55), 0.8-71 (2018-04-17 12:37), 0.8-82 (2019-03-20 12:08), 0.8-83 (2019-03-25 16:36)
Other packages that cited JMbayes R package
View JMbayes citation profile
Other R packages that JMbayes depends, imports, suggests or enhances
Complete documentation for JMbayes
Functions, R codes and Examples using the JMbayes R package
Some associated functions: DerivIntSplines . IndvPred . JMbayes . JMbayesObject . aids . anova . aucJM . bma.combine . coef . cvDCL . dynCJM . dynInfo . fitted . gt . jointModelBayes . logLik . marglogLik . mvJointModelBayes . mvglmer . pbc . plot-survfitJM . plot . prederrJM . predict . prothro . ranef . runDynPred . survfitJM . tve . xtable . 
Some associated R codes: JAGSmodel.R . MCMCfit.R . ModelMats.R . NextVisit.R . RcppExports.R . S.b.R . STANmodels.R . adjustKRW.R . adjustScaleRW.R . anova.JMbayes.R . aucJM.JMbayes.R . aucJM.R . aucJM.coxph.R . aucJM.mvJMbayes.R . bdiag.R . blockUpdate.R . bma.combine.R . cd.R . cd.vec.R . check_td.R . chol.transf.R . coef.JMbayes.R . coef.summary.JMbayes.R . computeP.R . confint.JMbayes.R . crLong.R . cvDCL.R . dataLM.R . dbs.R . dgbeta.R . dgt.R . dmvnorm.R . dmvt.R . dns.R . draw.stick.R . dropAttr.R . dwish.R . dynCJM.JMbayes.R . dynCJM.R . dynCJM.coxph.R . dynInfo.R . dynPred_lme.R . effectiveSize.R . expected_failure_time.R . extractFrames.R . extractInits.R . extractPriors.R . fastSumID.R . fastSumID2.R . fd.R . fd.vec.R . find_positions.R . fitted.JMbayes.R . fixNames.R . fixef.JMbayes.R . format.perc.R . format.pval2.R . gaussKronrod.R . gaussLegendre.R . globals.R . hMats.R . hessian.JMbayes.R . ibs.R . initSurv_mvJointModelBayes.R . initSurvival.R . ins.R . jointModelBayes.R . log.posterior.b.R . logLik.JMbayes.R . logh.b.R . makepredictcall.dbs.R . makepredictcall.dns.R . makepredictcall.ibs.R . makepredictcall.ins.R . margLogLik2.R . marglogLik.R . methods_mvJointModelBayes.R . modes.R . mvJointModelBayes.R . mv_glmer.R . nearPD.R . pgt.R . plot.JMbayes.R . plot.rocJM.R . plot.survfit.JMbayes.R . prederrJM.JMbayes.R . prederrJM.R . prederrJM.coxph.R . prederrJM.mvJMbayes.R . predict.JMbayes.R . predict_eventTime.R . print.JMbayes.R . print.aucJM.R . print.dynCJM.R . print.prederrJM.R . print.rocJM.R . print.summary.JMbayes.R . print.survfit.JMbayes.R . printCall.R . qgt.R . ranef.JMbayes.R . residuals.JMbayes.R . rgt.R . rmvnorm.R . rmvt.R . rocJM.JMbayes.R . rocJM.R . rocJM.mvJMbayes.R . rowMedians.R . runDynPred.R . slice.shape.R . slice.tau.R . smilyface.R . stdErr.R . summary.JMbayes.R . supportFuns_mvJointModelBayes.R . survPriors.R . survfitJM.JMbayes.R . survfitJM.R . survfitJM.mvJMbayes.R . survivalFun.R . td_effect.R . trimAboveMean.R . update.JMbayes.R . vcov.JMbayes.R . xtable.JMbayes.R .  Full JMbayes package functions and examples
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