The tidycmprsk package exports a tidier for "cuminc" objects.
This function adds on top of that and returns more information.
Arguments
- x
a 'cuminc' object created with
tidycmprsk::cuminc()- times
numeric vector of times. Default is
NULL, which returns all observed times.
Examples
library(tidycmprsk)
cuminc(Surv(ttdeath, death_cr) ~ trt, trial) %>%
tidy_cuminc()
#> # A tibble: 444 × 16
#> time outcome strata estimate std.error conf.low conf.high n.risk n.event
#> <dbl> <chr> <fct> <dbl> <dbl> <dbl> <dbl> <int> <int>
#> 1 0 death from… Drug A 0 0 NA NA 98 0
#> 2 3.53 death from… Drug A 0 0 NA NA 98 0
#> 3 5.33 death from… Drug A 0 0 NA NA 97 0
#> 4 6.32 death from… Drug A 0 0 NA NA 97 0
#> 5 7.27 death from… Drug A 0.0102 0.0102 8.84e-4 0.0503 97 1
#> 6 7.38 death from… Drug A 0.0204 0.0144 3.90e-3 0.0652 96 1
#> 7 8.37 death from… Drug A 0.0204 0.0144 3.90e-3 0.0652 95 0
#> 8 8.71 death from… Drug A 0.0204 0.0144 3.90e-3 0.0652 94 0
#> 9 9.24 death from… Drug A 0.0204 0.0144 3.90e-3 0.0652 94 0
#> 10 9.73 death from… Drug A 0.0204 0.0144 3.90e-3 0.0652 94 0
#> # ℹ 434 more rows
#> # ℹ 7 more variables: n.censor <int>, cum.event <int>, cum.censor <int>,
#> # strata_label <chr>, estimate_type <chr>, estimate_type_label <chr>,
#> # monotonicity_type <chr>