nonparametric Nelson-Aalen estimates

nonparametric Nelson-Aalen estimates

Usage

nelson(interval, censor, data, by = NULL, weight = NULL, ...)

Arguments

interval

name of the interval variable in the training dataset.

censor

name of the censoring variable in the training dataset.

data

name of the survival training data.frame

by

stratifying variable in the training dataset, defaults to NULL

weight

for each observation (default=NULL)

...

arguments passed to the survfit function

Value

gg_survival object

See also

gg_survival nelson plot.gg_survival

Examples

# These get run through the gg_survival examples.
data(pbc, package = "randomForestSRC")
pbc$time <- pbc$days / 364.25

# This is the same as gg_survival
gg_dta <- nelson(
  interval = "time", censor = "status",
  data = pbc
)

plot(gg_dta, error = "none")

plot(gg_dta)


# Stratified on treatment variable.
gg_dta <- gg_survival(
  interval = "time", censor = "status",
  data = pbc, by = "treatment"
)

plot(gg_dta, error = "none")

plot(gg_dta, error = "lines")

plot(gg_dta)


gg_dta <- gg_survival(
  interval = "time", censor = "status",
  data = pbc, by = "treatment",
  type = "nelson"
)

plot(gg_dta, error = "bars")

plot(gg_dta)