plot_surv_roc: Plot survival ROC curves

In ampel-leipzig/ameld: Data and Model of End-Stage Liver Disease used in the AMPEL Project

Plot survival ROC curves

Description

Generate ROC plots for a single timepoint for timeROC::timeROC() objects or for multiple timepoints.

Usage

plot_surv_roc(
  x,
  timepoint,
  col = setNames(palette.colors(length(x)), names(x)),
  lty = setNames(rep.int(1, length(x)), names(x)),
  main = paste0("ROC at day ", timepoint),
  xlab = "1 - Specificity",
  ylab = "Sensitivity",
  legend = TRUE
)

plot_surv_roc_trend(
  x,
  col = setNames(palette.colors(length(x)), names(x)),
  lty = setNames(rep.int(1, length(x)), names(x)),
  main = "AUROC over time",
  xlab = "time t",
  ylab = "AUC (t)"
)

Arguments

x	list of timeROC::ipcwsurvivalROC objects.
timepoint	numeric(1), timepoints for ROC prediction
col	character, colours
lty	numeric, line type
main	character(1), title
xlab	character(1), label x-axis
ylab	character(1), label y-axis
legend	logical(1), plot legend?

Value

double, AUC

ampel-leipzig/ameld documentation built on Aug. 23, 2024, 7:31 p.m.