Description Usage Arguments See Also Examples
Plot average risks.
1 2 3 |
object |
Object obtained with the function |
ci |
[logical] If |
band |
[logical] If |
plot |
[logical] Should the graphic be plotted. |
digits |
[integer, >0] Number of decimal places. |
alpha |
[numeric, 0-1] Transparency of the confidence bands. Argument passed to |
... |
not used. Only for compatibility with the plot method. |
ate
to compute average risks.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 | ## Not run:
library(survival)
library(rms)
library(ggplot2)
#### simulate data ####
n <- 1e2
set.seed(10)
dtS <- sampleData(n,outcome="survival")
#### Cox model ####
fit <- cph(formula = Surv(time,event)~ X1+X2,data=dtS,y=TRUE,x=TRUE)
#### Average treatment effect ####
seqTimes <- sort(unique(fit$y[,1]))
seqTimes5 <- seqTimes[seqTimes>5 & seqTimes<10]
ateFit <- ate(fit, data = dtS, treatment = "X1", contrasts = NULL,
times = seqTimes, B = 0, band = TRUE, nsim.band = 500, y = TRUE,
mc.cores=1)
#### display ####
autoplot(ateFit)
outGG <- autoplot(ateFit, band = TRUE, ci = TRUE, alpha = 0.1)
dd <- as.data.frame(outGG$data[Treatment == 0])
outGG$plot + facet_wrap(~Treatment, labeller = label_both)
## End(Not run)
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