Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Outcomes


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Documentation for package ‘joineRML’ version 0.4.6

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augment.mjoint Tidying methods for joint models for time-to-event data and multivariate longitudinal data
baseHaz The baseline hazard estimate of an 'mjoint' object
bootSE Standard errors via bootstrap for an 'mjoint' object
confint.mjoint Confidence intervals for model parameters of an 'mjoint' object
dynLong Dynamic predictions for the longitudinal data sub-model
dynSurv Dynamic predictions for the time-to-event data sub-model
epileptic.qol Quality of life data following epilepsy drug treatment
fitted.mjoint Extract 'mjoint' fitted values
fixef.mjoint Extract fixed effects estimates from an 'mjoint' object
formula.mjoint Extract model formulae from an 'mjoint' object
getVarCov.mjoint Extract variance-covariance matrix of random effects from an 'mjoint' object
glance.mjoint Tidying methods for joint models for time-to-event data and multivariate longitudinal data
heart.valve Aortic valve replacement surgery data
joineRML joineRML
logLik.mjoint Extract log-likelihood from an 'mjoint' object
mjoint Fit a joint model to time-to-event data and multivariate longitudinal data
mjoint.object Fitted 'mjoint' object
mjoint_tidiers Tidying methods for joint models for time-to-event data and multivariate longitudinal data
pbc2 Mayo Clinic primary biliary cirrhosis data
plot.dynLong Plot a 'dynLong' object
plot.dynSurv Plot a 'dynSurv' object
plot.mjoint Plot diagnostics from an 'mjoint' object
plot.ranef.mjoint Plot a 'ranef.mjoint' object
plotConvergence Plot convergence time series for parameter vectors from an 'mjoint' object
ranef.mjoint Extract random effects estimates from an 'mjoint' object
renal Renal transplantation data
residuals.mjoint Extract 'mjoint' residuals
sampleData Sample from an 'mjoint' object
sigma.mjoint Extract residual standard deviation(s) from an 'mjoint' object
simData Simulate data from a joint model
summary.mjoint Summary of an 'mjoint' object
tidy.mjoint Tidying methods for joint models for time-to-event data and multivariate longitudinal data
vcov.mjoint Extract an approximate variance-covariance matrix of estimated parameters from an 'mjoint' object