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## ----global_options, include=FALSE--------------------------------------------
library(knitr)
opts_chunk$set(fig.width=6, fig.height=3, fig.path='figures/surv-', warning=FALSE)
## ---- message = FALSE, eval = requireNamespace("survival", quietly = TRUE)----
library(ggfortify)
library(survival)
fit <- survfit(Surv(time, status) ~ sex, data = lung)
autoplot(fit)
## ---- message = FALSE, eval = requireNamespace("survival", quietly = TRUE)----
autoplot(fit, surv.linetype = 'dashed', conf.int = FALSE,
censor.shape = '*', censor.size = 5, facets = TRUE, ncol = 2)
autoplot(survfit(Surv(time, status) ~ 1, data = lung), surv.colour = 'orange', censor.colour = 'red')
autoplot(survfit(Surv(time, status) ~ sex, data = lung), fun = 'event')
d.coxph <- survfit(coxph(Surv(time, status) ~ sex, data = lung))
autoplot(d.coxph, surv.linetype = 'dashed', surv.colour = 'blue',
conf.int.fill = 'dodgerblue3', conf.int.alpha = 0.5, censor = FALSE)
## ---- fig.width = 8, fig.height = 4, eval = requireNamespace("survival", quietly = TRUE)----
autoplot(aareg(Surv(time, status) ~ age + sex + ph.ecog, data = lung))
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