plot.ranef.mjoint: Plot a 'ranef.mjoint' object

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

Plot a ranef.mjoint object

Description

Displays a plot of the BLUPs and approximate 95% prediction interval for each subject.

Usage

## S3 method for class 'ranef.mjoint'
plot(x, ...)

Arguments

x	an object inheriting from class ranef.mjoint, representing the estimated random effects for the mjoint object from which it was produced.
...	additional arguments; currently none are used.

Value

an object inheriting from class ggplot, which displays a trellis plot with a separate panel for each effect, showing a dotplot (with optional error bars indicating approximate 95% prediction intervals if the argument postVar=TRUE is set in the call to ranef) for each subject (by row).

Author(s)

Graeme L. Hickey ([e-mail])

References

Pinheiro JC, Bates DM. Mixed-Effects Models in S and S-PLUS. New York: Springer Verlag; 2000.

See Also

ranef.mjoint.

Examples

## Not run: 
require(ggplot2)
data(heart.valve)
hvd <- heart.valve[!is.na(heart.valve$log.grad) & !is.na(heart.valve$log.lvmi), ]
set.seed(1)

fit1 <- mjoint(formLongFixed = log.lvmi ~ time,
    formLongRandom = ~ time | num,
    formSurv = Surv(fuyrs, status) ~ 1,
    data = hvd,
    timeVar = "time")

plot(ranef(fit1, postVar = TRUE))

## End(Not run)

joineRML documentation built on April 4, 2025, 1:23 a.m.