joint.object {joineR} | R Documentation |
Fitted joint
object
Description
An object returned by the joint
function, inheriting from
class joint
and representing a fitted joint model for longitudinal
and time-to-event (or competing risks) data.
Usage
joint.object
Format
An object of class NULL
of length 0.
Value
A list with the following components.
coefficients
a list with the estimated coefficients. The components of this list are:
fixed
longitudinal and survival sub-model fixed effects.
random
the BLUPs of the random effects.
latent
the latent association parameter(s) from the time-to-event sub-model.
sigama.z
a numeric double for the residual standard error.
sigma.u
the variance-covariance matrix of the random effects.
hazard
a vector of the (centered) baseline hazards at each unique failure time.
log.lik
the log-likelihood from the joint model fit and sub-model contributions.
numIter
the number of EM algorithm iterations.
convergence
a logical value of whether convergence was achieved or not.
model
see
joint
for details.sepassoc
see
joint
for details.sepests
see
joint
for details.compRisk
a logical value indicating whether competing risks were detected or not.
sep.loglike
the log-likelihood from the joint model fit (with association set to zero) and separately fitted sub-model contributions.
formulae
a list of model formulae. See
joint
for details.data
call
the model call. Can be used by
update
.
Author(s)
Graeme L. Hickey